Veröffentlichungen bei KITopen

Rethinking Attention Module Design for Point Cloud Analysis
Wu, C.; Wang, K.; Zhong, Z.; Fu, H.; Zheng, J.; Zhang, J.; Pfrommer, J.; Beyerer, J.
2024. Pattern Recognition – 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXVI. Ed.: A. Antonacopoulos, 249–267, Springer Nature Switzerland. doi:10.1007/978-3-031-78395-1_17 

DTCLMapper: Dual Temporal Consistent Learning for Vectorized HD Map Construction
Li, S.; Lin, J.; Shi, H.; Zhang, J.; Wang, S.; Yao, Y.; Li, Z.; Yang, K.
2024. IEEE Transactions on Intelligent Transportation Systems, 25 (12), 21672–21686. doi:10.1109/TITS.2024.3450704 

Data sovereignty requirements for patient-oriented AI-driven clinical research in Germany; [Anforderungen an die Datensouveränität in der patientenorientierten und KI-gestützten klinischen Forschung in Deutschland]
Radic, M.; Busch-Casler, J.; Vosen, A.; Herrmann, P.; Appenzeller, A.; Mucha, H.; Philipp, P.; Frank, K.; Dauth, S.; Köhm, M.; Orak, B.; Spiecker genannt Döhmann, I.; Böhm, P.
2024. Ethik in der Medizin, 36 (4), 547–562. doi:10.1007/s00481-024-00827-4  

Path Planning for the Autonomous Inspection of Voxelized Structures
Hagmanns, R.; Ruf, B.; Bockmühl, R.; Weißer, M.; Beyerer, J.
2024. IEEE International Symposium on Safety Security Rescue Robotics (SSRR 2024), 267–272, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SSRR62954.2024.10770050 

Utilization of Occluded Detections and Target Information in Multi-Person Tracking. Dissertation
Stadler, D. B.
2024, November 7. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000176028  

Retroreflex Ellipsometry for Nonplanar Surfaces. Dissertation
Chen, C.-W.
2024, November 5. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000175712  

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
Dinh, T. A.; Mullov, C.; Bärmann, L.; Li, Z.; Liu, D.; Reiß, S.; Lee, J.; Lerzer, N.; Gao, J.; Peller-Konrad, F.; Röddiger, T.; Waibel, A.; Asfour, T.; Beigl, M.; Stiefelhagen, R.; Dachsbacher, C.; Böhm, K.; Niehues, J.
2024. Y. Al-Onaizan, M. Bansal & Y.-N. Chen (Hrsg.), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Miami, 12th-16th November 2024, Hrsg.: Al-Onaizan, Y., Bansal, M., Chen, Y.-N., 11592–11610, Association for Computational Linguistics (ACL)  

EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving
Lin, J.; Chen, J.; Peng, K.; He, X.; Li, Z.; Stiefelhagen, R.; Yang, K.
2024. IEEE Transactions on Intelligent Transportation Systems, 25 (11), 18964–18977. doi:10.1109/TITS.2024.3437645 

Towards Weakly-Supervised Domain Adaptation for Lane Detection
Zhou, J.; Zhang, C.; Beyerer, J.
2024. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 3553 – 3563, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW63382.2024.00359 

The role of an ontology-based knowledge backbone in a circular factory
Hofmann, C.; Staab, S.; Selzer, M.; Neumann, G.; Furmans, K.; Heizmann, M.; Beyerer, J.; Lanza, G.; Pfrommer, J.; Düser, T.; Klein, J.-F.
2024. at - Automatisierungstechnik, 72 (9), 875–883. doi:10.1515/auto-2024-0006 

Managing uncertainty in product and process design for the circular factory
Heizmann, M.; Beyerer, J.; Dietrich, S.; Hoffmann, L.; Kaiser, J.-P.; Lanza, G.; Roitberg, A.; Stiefelhagen, R.; Stricker, N.; Wexel, H.; Zanger, F.
2024. at - Automatisierungstechnik, 72 (9), 829–843. doi:10.1515/auto-2024-0009 

Poison-Aware Open-Set Fungi Classification: Reducing the Risk of Poisonous Confusion
Wolf, S.; Thelen, P.; Beyerer, J.
2024. CLEF 2024 - CLEF 2024 Working Notes : Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024) Grenoble, France, 9-12 September, 2024. Ed. : G. Faggioli, N. Ferro, P. Galuščáková, A. García Seco de Herrera, 2260 – 2266, CEUR-WS  

Synset Boulevard: A Synthetic Image Dataset for VMMR *
Sielemann, A.; Wolf, S.; Roschani, M.; Ziehn, J.; Beyerer, J.
2024. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, 13th-17th May 2024, 9146 – 9153, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA57147.2024.10610650 

DDS Security+: Enhancing the Data Distribution Service With TPM-based Remote Attestation
Wagner, P. G.; Birnstill, P.; Beyerer, J.
2024. Proceedings of the 19th International Conference on Availability, Reliability and Security, Art.-Nr.: 159, Association for Computing Machinery (ACM). doi:10.1145/3664476.3670442  

Trustworthy Distributed Usage Control Enforcement in Heterogeneous Trusted Computing Environments. Dissertation
Wagner, P. G.
2024, Juli 11. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000172286  

Datensouveränität für Betroffene über persönliche medizinische Daten durch technische Umsetzung einer datenschutzgerechten Forschungsplattform. Dissertation
Appenzeller, A.
2024, Juni 11. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000171248  

SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data
Schneider, D.; Keller, M.; Zhong, Z.; Peng, K.; Roitberg, A.; Beyerer, J.; Stiefelhagen, R.
2024. 2024 IEEE International Conference on Robotics and Automation (ICRA), 13038–13045, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRA57147.2024.10611486 

Understanding, describing, and mitigating the flow of personal data in ROS 2 systems to comply with the GDPR and beyond
Zander, T.; Wohnig, J.; Beyerer, J.
2024. 2024 IEEE International Conference on Advanced Robotics and Its Social Impacts (ARSO), 146 – 152, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ARSO60199.2024.10557807  

Das Re-Identifikationsrisiko bei der Weitergabe von Gesundheitsdaten : Eine rechtliche und technische Analyse
Appenzeller, A.; Orak, B.
2024. Datenschutz und Datensicherheit - DuD, 48 (5), 277–283. doi:10.1007/s11623-024-1930-1 

Attribute-Based Person Retrieval in Multi-Camera Networks. Dissertation
Specker, A. H.
2024, April 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000169837  

Pattern Recognition – Introduction, Features, Classifiers and Principles
Beyerer, J.; Hagmanns, R.; Stadler, D.
2024. De Gruyter. doi:10.1515/9783111339207 

Metrics for the evaluation of learned causal graphs based on ground truth
Rehak, J.; Falkenstein, A.; Doehner, F.; Beyerer, J.
2024. ML4CPS – Machine Learning for Cyber-Physical Systems, Berlin, March 21st-22nd 2024, UB HSU. doi:10.24405/15305  

RIXA - Explaining Artificial Intelligence in Natural Language
Becker, M.; Vishwesh, V.; Birnstill, P.; Schwall, F.; Wu, S.; Beyerer, J.
2024. 2023 IEEE International Conference on Data Mining Workshops (ICDMW), Shanghai, 1st-4th December 2023, 875–884, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDMW60847.2023.00118  

Sensitivity Analysis and Extended Evaluation of the Two-Level Stochastic Model for the Lateral Movement of Vehicles within their Lane
Neis, N.; Beyerer, J.
2024. 2024 10th International Conference on Automation, Robotics and Applications (ICARA), 472 – 478, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICARA60736.2024.10553024 

Regression via causally informed neural networks
Youssef, S.; Doehner, F.; Beyerer, J.
2024. ML4CPS - Machine learning for cyber physical systems, Berlin, 21st - 22nd March 2024, UB HSU. doi:10.24405/15315  

Explainable fatigue detection in assembly tasks through graph neural networks
Vishwesh, V.; Becker, M.; Birnstill, P.; Beyerer, J.
2024. Forum Bildverarbeitung 2024: Hrsg.: T. Längle, 171–182, Karlsruher Institut für Technologie (KIT)  

Factor Graph-Based Dense Mapping for Mobile Robot Teams Using VDB-Submaps
Hagmanns, R.; Emter, T.; Garbe, L.; Beyerer, J.
2024. Intelligent Autonomous Systems 18Ed.: S.-G. Lee. Vol. 1, 95–107, Springer Nature Switzerland. doi:10.1007/978-3-031-44851-5_8 

AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation
Lin, J.; Chen, J.; Yang, K.; Roitberg, A.; Li, S.; Li, Z.; Li, S.
2024. IEEE Transactions on Neural Networks and Learning Systems, 1–15. doi:10.1109/TNNLS.2024.3378295 

Stochastic Optimal Control of an Optical Sorter With Material Recirculation
Walker, M.; Reith-Braun, M.; Bauer, A.; Pfaff, F.; Maier, G.; Gruna, R.; Längle, T.; Beyerer, J.; Kruggel-Emden, H.; Hanebeck, U. D.
2024. IEEE Transactions on Control Systems Technology, 1. doi:10.1109/TCST.2024.3477294 

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
Dinh, T. A.; Mullov, C.; Bärmann, L.; Li, Z.; Liu, D.; Reiß, S.; Lee, J.; Lerzer, N.; Ternava, F.; Gao, J.; Röddiger, T.; Waibel, A.; Asfour, T.; Beigl, M.; Stiefelhagen, R.; Dachsbacher, C.; Böhm, K.; Niehues, J.
2024. arxiv. doi:10.48550/arXiv.2406.10421  

A Survey of the State of the Art in Sensor-Based Sorting Technology and Research
Maier, G.; Gruna, R.; Längle, T.; Beyerer, J.
2024. IEEE Access, 12, 6473–6493. doi:10.1109/ACCESS.2024.3350987  

Sharing for Caring? A Patients’ and Clinicians’ View on Handling Personal Medical Data in the Context of Digitization: An Exploratory Study
Frank, K.; Mengesdorf, T.; Radić, M.; Herrmann, P.; Appenzeller, A.; Mucha, H.; Orak, B.; Spiecker gen. Döhmann, I.; Rüping, S.; Burkhardt, H.; Köhm, M.; Dauth, S.
2024. Healthcare, 12 (20), Art.-Nr.: 2053. doi:10.3390/healthcare12202053  

Knowledge-Distillation-Based Label Smoothing for Fine-Grained Open-Set Vehicle Recognition
Wolf, S.; Loran, D.; Beyerer, J.
2024. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 330–340, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW60836.2024.00041 

Open Panoramic Segmentation
Zheng, J.; Liu, R.; Chen, Y.; Peng, K.; Wu, C.; Yang, K.; Zhang, J.; Stiefelhagen, R.
2024. European Conference on Computer Vision, 164–182 

Trustworthy Distributed Usage Control Enforcement in Heterogeneous Trusted Computing Environments. Dissertation
Wagner, P. G.
2024. KIT Scientific Publishing. doi:10.5445/KSP/1000175307  

Blending LLMs into Cascaded Speech Translation: KIT’s Offline Speech Translation System for IWSLT 2024
Koneru, S.; Binh Nguyen, T.; Pham, N.-Q.; Liu, D.; Li, Z.; Waibel, A.; Niehues, J.
2024. Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024). Ed.: Elizabeth Salesky, Marcello Federico, Marine Carpuat, 183–191, Association for Computational Linguistics (ACL). doi:10.18653/v1/2024.iwslt-1.24 

The KIT Speech Translation Systems for IWSLT 2024 Dialectal and Low-resource Track
Li, Z.; Ugan, E. Y.; Liu, D.; Mullov, C.; Dinh, T. A.; Koneru, S.; Waibel, A.; Niehues, J.
2024. Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024). Ed.: E. Salesky, 221–228, Association for Computational Linguistics (ACL). doi:10.18653/v1/2024.iwslt-1.27 

Efficiently Modeling Lateral Vehicle Movement Including Its Temporal Interrelations Using a Two-Level Stochastic Model
Neis, N.; Beyerer, J.
2024. IEEE Open Journal of Intelligent Transportation Systems, 5, 566–580. doi:10.1109/OJITS.2024.3435078 

Open Panoramic Segmentation
Zheng, J.; Liu, R.; Chen, Y.; Peng, K.; Wu, C.; Yang, K.; Zhang, J.; Stiefelhagen, R.
2024. arxiv. doi:10.48550/arXiv.2407.02685 

Non-destructive quantification of key quality characteristics in individual grapevine berries using near-infrared spectroscopy
Cornehl, L.; Gauweiler, P.; Zheng, X.; Krause, J.; Schwander, F.; Töpfer, R.; Gruna, R.; Kicherer, A.
2024. Frontiers in Plant Science, 15, Art.-Nr.: 1386951. doi:10.3389/fpls.2024.1386951  

Datensouveränität für Betroffene über persönliche medizinische Daten durch technische Umsetzung einer datenschutzgerechten Forschungsplattform. Dissertation
Appenzeller, A.
2024. KIT Scientific Publishing. doi:10.5445/KSP/1000172266  

6D Pose Estimation on Point Cloud Data through Prior Knowledge Integration: A Case Study in Autonomous Disassembly
Wu, C.; Fu, H.; Kaiser, J.-P.; Barczak, E. T.; Pfrommer, J.; Lanza, G.; Heizmann, M.; Beyerer, J.
2024. Procedia CIRP, 122, 193 – 198. doi:10.1016/j.procir.2024.01.028  

Speech Recognition Corpus of the Khinalug Language for Documenting Endangered Languages
Li, Z.; Rind-Pawlowski, M.; Niehues, J.
2024. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) Hrsg.: Calzolari, Nicoletta; Kan, Min-Yen; Hoste, Veronique; Lenci, Alessandro; Sakti, Sakriani; Xue, Nianwen, 15171–15180  

UPAR Challenge 2024: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval - Dataset, Design, and Results
Cormier, M.; Specker, A.; Jacques, J. C. S. Junior; Moritz, L.; Metzler, J.; Moeslund, T. B.; Nasrollahi, K.; Escalera, S.; Beyerer, J.
2024. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 359–367, Institute of Electrical and Electronics Engineers (IEEE) 

Security Fence Inspection at Airports Using Object Detection
Friederich, N.; Specker, A.; Beyerer, J.
2024. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 310–319, Institute of Electrical and Electronics Engineers (IEEE) 

Self-Supervised Generative-Contrastive Learning of Multi-Modal Euclidean Input for 3D Shape Latent Representations: A Dynamic Switching Approach
Wu, C.; Pfrommer, J.; Zhou, M.; Beyerer, J.
2024. IEEE Transactions on Multimedia, 26, 8432–8441. doi:10.1109/TMM.2023.3338079  

Explainable Artificial Intelligence for Interpretable Data Minimization
Becker, M.; Toprak, E.; Beyerer, J.
2023. 23rd IEEE International Conference on Data Mining Workshops : 1-4 December 2023, Shanghai, China : proceedings. Ed.: J. Wang, 885–893, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICDMW60847.2023.00119 

Past Information Aggregation for Multi-Person Tracking
Stadler, D.; Beyerer, J.
2023. 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 08-11 October 2023, 321–325, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP49359.2023.10223159 

Cybersecurity for industrial automation and control systems
Haas, C.; Bretthauer, G.; Beyerer, J.
2023. at - Automatisierungstechnik, 71 (9), 723–725. doi:10.1515/auto-2023-0141  

An Approach to Systematic Data Acquisition and Data-Driven Simulation for the Safety Testing of Automated Driving Functions
Eisemann, L.; Fehling-Kaschek, M.; Gommel, H.; Hermann, D.; Klemp, M.; Lauer, M.; Lickert, B.; Luettner, F.; Moss, R.; Neis, N.; Pohle, M.; Romanski, S.; Stadler, D.; Stolz, A.; Ziehn, J.; Zhou, J.
2023. IEEE 26th International Conference on Intelligent Transportation Systems (ITSC 2003), 2440–2447, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC57777.2023.10422676 

Towards Self-learning Industrial Process Behaviour from Payload Bytes for Anomaly Detection
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), Sinaia, Romania, 12-15 September 2023, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA54631.2023.10275358 

Usability for Data Sovereignty - Evaluation of Privacy Risk Quantification Interfaces
Appenzeller, A.; Balduf, F.; Beyerer, J.
2023. Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 206–214, Association for Computing Machinery (ACM). doi:10.1145/3594806.3594816 

Simulation study and experimental validation of a neural network-based predictive tracking system for sensor-based sorting
Maier, G.; Reith-Braun, M.; Bauer, A.; Gruna, R.; Pfaff, F.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Beyerer, J.
2023. tm - Technisches Messen, 90 (7-8), 489–499. doi:10.1515/teme-2023-0033  

Finding optimal decision boundaries for human intervention in one-class machine-learning models for industrial inspection
Zander, T.; Pan, Z.; Birnstill, P.; Beyerer, J.
2023. tm - Technisches Messen, 90 (7-8), 478–488. doi:10.1515/teme-2023-0010  

Counterfactual Root Cause Analysis via Anomaly Detection and Causal Graphs
Rehak, J.; Sommer, A.; Becker, M.; Pfrommer, J.; Beyerer, J.
2023. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), Lemgo, Germany, 17-20 July 2023, 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/INDIN51400.2023.10218245 

Protocol-Agnostic Detection of Stealth Attacks on Networked Control Systems
Heseding, H.; Dieing, M.; Meshram, A.; Zitterbart, M.
2023. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), Lemgo, Germany, 17-20 2023, 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/INDIN51400.2023.10218314 

The Bandit’s States: Modeling State Selection for Stateful Network Fuzzing as Multi-armed Bandit Problem
Borcherding, A.; Giraud, M.; Fitzgerald, I.; Beyerer, J.
2023. 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 345–350, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EuroSPW59978.2023.00043  

ReidTrack: Reid-only Multi-target Multi-camera Tracking
Specker, A.; Beyerer, J.
2023. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 5442–5452, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW59228.2023.00575 

Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions
Kalb, T. M.; Beyerer, J.
2023. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Kanada, 18-22 June 2023, 19508 – 19518, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPR52729.2023.01869 

Über die Formalisierung und Analyse medizinischer Prozesse im Kontext von Expertenwissen und künstlicher Intelligenz. Dissertation
Philipp, P.
2023, April 24. KIT Scientific Publishing. doi:10.5445/KSP/1000156884  

Anomaliedetektion in räumlich-zeitlichen Datensätzen. Dissertation
Anneken, M.
2023, April 20. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000157915  

Applying Differential Privacy to Medical Questionnaires
Appenzeller, A.; Terzer, N.; Philipp, P.; Beyerer, J.
2023. 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 608–613, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PerComWorkshops56833.2023.10150373 

Retroreflex ellipsometry for isotropic three-phase systems with nonplanar surfaces
Chen, C.-W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2023. Thin Solid Films, 769, Art.-Nr.: 139732. doi:10.1016/j.tsf.2023.139732 

Literature Review on Maneuver-Based Scenario Description for Automated Driving Simulations
Neis, N.; Beyerer, J.
2023. 2023 IEEE Intelligent Vehicles Symposium (IV), Anchorage, AK, USA, 04-07 June 2023, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IV55152.2023.10186545 

Deflectometry for specular surfaces: an overview
Burke, J.; Pak, A.; Höfer, S.; Ziebarth, M.; Roschani, M.; Beyerer, J.
2023. Advanced Optical Technologies, 12. doi:10.3389/aot.2023.1237687  

Attention-based Part Assembly for 3D Volumetric Shape Modeling
Wu, C.; Zheng, J.; Pfrommer, J.; Beyerer, J.
2023. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, 17th-24th June 2023, 2717–2726, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW59228.2023.00272 

Attention-Based Point Cloud Edge Sampling
Wu, C.; Zheng, J.; Pfrommer, J.; Beyerer, J.
2023. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, 17th - 24th June 2023, 5333–5343, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPR52729.2023.00516 

GridSort: Image-based Optical Bulk Material Sorting Using Convolutional LSTMs
Reith-Braun, M.; Bauer, A.; Staab, M.; Pfaff, F.; Maier, G.; Gruna, R.; Längle, T.; Beyerer, J.; Kruggel-Emden, H.; Hanebeck, U. D.
2023. IFAC-PapersOnLine, 56 (2), 4620 – 4626. doi:10.1016/j.ifacol.2023.10.971  

SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-Task Learning
Wu, C.; Qiu, L.; Zhou, K.; Pfrommer, J.; Beyerer, J.
2023. Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) - Volume 4, Lissabon, 19th-21st February 2023, 529 – 540, SciTePress. doi:10.5220/0011718400003417 

RIXA - Explaining Artificial Intelligence in Natural Language
Becker, M.; Schwall, F.; Vishwesh, V.; Wu, S.; Birnstill, P.; Beyerer, J.
2023. doi:10.5445/IR/1000167428  

Explainable Artificial Intelligence for Interpretable Data Minimization
Becker, M.; Toprak, E.; Beyerer, J.
2023. doi:10.5445/IR/1000167427  

End-to-End Evaluation for Low-Latency Simultaneous Speech Translation
Huber, C.; Dinh, T. A.; Mullov, C.; Pham, N.-Q.; Nguyen, T. B.; Retkowski, F.; Constantin, S.; Ugan, E.; Liu, D.; Li, Z.; Koneru, S.; Niehues, J.; Waibel, A.
2023. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. Ed.: Yansong Feng, Els Lefever, 12–20, Association for Computational Linguistics (ACL). doi:10.18653/v1/2023.emnlp-demo.2  

Security Fence Inspection at Airports Using Object Detection
Friederich, N.; Specker, A.; Beyerer, J.
2023. arxiv. doi:10.48550/arXiv.2311.12064 

Optimizing Fine-Grained Fungi Classification for Diverse Application-Oriented Open-Set Metrics
Wolf, S.; Beyerer, J.
2023. Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2159 – 2167, CEUR-WS  

Data sovereignty and informed consent as enablers for patient-oriented AI-driven clinical research: Requirements from a clinical, technical, legal and economic perspective
Spiecker genannt Döhmann, I.; Radic, M.; Busch-Casler, J.; Vosen, A.; Appenzeller, A.; Mucha, H.; Patrick, P.; Kevin, K.; Dauth, S.; Köhm, M.; Orak, B.
2023 

A Detailed Study of the Association Task in Tracking-by-Detection-based Multi-Person Tracking
Stadler, D.
2023. Proceedings of the 2022 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 59–85, KIT Scientific Publishing  

Addressing Bias in Fine-Grained Classification Datasets: A Strategy for Reliable Evaluation
Wolf, S.; Koch, J.; Sommer, L.; Beyerer, J.
2023. 2023 IEEE 13th International Conference on Pattern Recognition Systems (ICPRS), 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICPRS58416.2023.10179055 

Balanced Pedestrian Attribute Recognition for Improved Attribute-based Person Retrieval
Specker, A.; Beyerer, J.
2023. 2023 IEEE 13th International Conference on Pattern Recognition Systems (ICPRS), 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICPRS58416.2023.10178990 

Constraint-based Causal Discovery by using Path Constraints gained from Signal Injection and Recovery
Rehak, J.
2023. Proceedings of the 2022 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 47–57, KIT Scientific Publishing  

BYTEv2: Associating More Detection Boxes Under Occlusion for Improved Multi-person Tracking
Stadler, D.; Beyerer, J.
2023. Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. Part I. Ed.: J.-J. Rousseau, 79–94, Springer. doi:10.1007/978-3-031-37660-3_6 

POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. doi:10.48550/arXiv.2305.03175  

POET: A Self-learning Framework for PROFINET Industrial Operations Behaviour
Meshram, A.; Karch, M.; Haas, C.; Beyerer, J.
2023. Tools for Design, Implementation and Verification of Emerging Information Technologies – 17th EAI International Conference, TridentCom 2022, Melbourne, Australia, November 23-25, 2022, Proceedings. Ed.: S. Yu, 3 – 19, Springer Nature Switzerland. doi:10.1007/978-3-031-33458-0_1 

An Improved Association Pipeline for Multi-Person Tracking
Stadler, D.; Beyerer, J.
2023. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 

Anomaliedetektion in räumlich-zeitlichen Datensätzen. Dissertation
Anneken, M.
2023. KIT Scientific Publishing. doi:10.5445/KSP/1000158519  

Regression-based Age Prediction of Plastic Waste using Hyperspectral Imaging
Kronenwett, F.; Klingenberg, P.; Maier, G.; Längle, T.; Metzsch-Zilligen, E.; Beyerer, J.
2023. OCM 2023 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; T. Längle; M. Heizmann, 51 – 63, KIT Scientific Publishing  

Detecting Tar Contaminated Samples in Road-rubble using Hyperspectral Imaging and Texture Analysis
Bäcker, P.; Maier, G.; Gruna, R.; Längle, T.; Beyerer, J.
2023. OCM 2023 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; T. Längle; M. Heizmann, 11 – 21, KIT Scientific Publishing  

Sensitivity enhanced glucose sensing by return-path Mueller matrix ellipsometry
Chen, C.-W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2023. OCM 2023, Optical Characterization of Materials. Conference Proceedings, 119 – 128, KIT Scientific Publishing  

Cooperative automated driving for bottleneck scenarios in mixed traffic
Ziehn, J. R.; Baumann, M. V.; Beyerer, J.; Buck, H. S.; Deml, B.; Ehrhardt, S.; Frese, C.; Kleiser, D.; Lauer, M.; Roschani, M.; Ruf, M.; Stiller, C.; Vortisch, P.
2023. 35th IEEE Intelligent Vehicles Symposium (IV 2023), Anchorage, AK, USA, June 4-7, 2023 

Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation
Kalb, T. M.; Beyerer, J.
2023. Computer Vision – ACCV 2022 – 16th Asian Conference on Computer Vision, Macao, China, December 4–8, 2022, Proceedings, Part VII. Ed.: L. Wang, 361–377, Springer Nature Switzerland. doi:10.1007/978-3-031-26293-7_22 

UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval
Specker, A.; Cormier, M.; Beyerer, J.
2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 02-07 January 2023, 981–990, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/wacv56688.2023.00104 

Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly
Wu, C.; Bi, X.; Pfrommer, J.; Cebulla, A.; Mangold, S.; Beyerer, J.
2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 4520–4529, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV56688.2023.00451 

Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation
Zhong, Z.; Schneider, D.; Voit, M.; Stiefelhagen, R.; Beyerer, J.
2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 6057–6066, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV56688.2023.00601 

Trans4Map: Revisiting Holistic Bird’s-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers
Chen, C.; Zhang, J.; Yang, K.; Peng, K.; Stiefelhagen, R.
2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023) Waikoloa, HI, USA, 03.01.2023–07.01.2023, 4002–4011, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV56688.2023.00400 

SWaTEval: An Evaluation Framework for Stateful Web Application Testing
Borcherding, A.; Penkov, N.; Giraud, M.; Beyerer, J.
2023. Proceedings of the 9th International Conference on Information Systems Security and Privacy - ICISSP, 430–441, SciTePress. doi:10.5220/0011652200003405  

UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results
Cormier, M.; Specker, A.; Jacques, J. C. S. Junior; Florin, L.; Metzler, J.; Moeslund, T. B.; Nasrollahi, K.; Escalera, S.; Beyerer, J.
2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW 2023) Waikoloa, HI, USA, 03.01.2023–07.01.2023, 166–175, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW58289.2023.00022 

A Transformer-based Late-Fusion Mechanism for Fine-Grained Object Recognition in Videos
Koch, J.; Wolf, S.; Beyerer, J.
2023. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW 2023) Waikoloa, HI, USA, 03.01.2023–07.01.2023, 100–109, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW58289.2023.00015 

Secure Provisioning of OPC UA Applications Using the Asset Administration Shell
Meier, D.; Vogl, J.; Kohnhäuser, F.; Beyerer, J.
2023. 2022 IEEE 17th Conference on Industrial Electronics and Applications (ICIEA), 144–149, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIEA54703.2022.10005899 

Trans4Map: Revisiting Holistic Bird’s-Eye-View Mapping From Egocentric Images to Allocentric Semantics With Vision Transformers
Chen, C.; Zhang, J.; Yang, K.; Peng, K.; Stiefelhagen, R.
2023. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, January 3-7, 2023, 4013–4022 

Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation
Zhong, Z.; Schneider, D.; Voit, M.; Stiefelhagen, R.; Beyerer, J.
2023. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 6068–6077, Institute of Electrical and Electronics Engineers (IEEE) 

Evaluation of an Automated Mapping from ICD-10 to SNOMED CT
Philipp, P.; Veloso, J.; Appenzeller, A.; Hartz, T.; Beyerer, J.
2022. 2022 International Conference on Computational Science and Computational Intelligence (CSCI), 1604 – 1609, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI58124.2022.00287 

Self-learning Anomaly Detection in Industrial Production. Dissertation
Meshram, A.
2022, November 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000152361  

Efficient Speech Translation with Pre-trained Models
Li, Z.; Niehues, J.
2022. Conference on Neural Information Processing Systems (NeurIPS) 2022 : 2nd workshop on Efficient Natural Language and Speech Processing (ENLSP), 2nd December 2022, New Orleans  

Robotic systems for decontamination in hazardous environments : To boldly go where many still work today
Petereit, J.; Bretthauer, G.; Beyerer, J.
2022. at - Automatisierungstechnik, 70 (10), 823–825. doi:10.1515/auto-2022-0121 

ROBDEKON - competence center for decontamination robotics [ROBDEKON - Kompetenzzentrum für Dekontaminationsrobotik]
Woock, P.; Petereit, J.; Frey, C.; Beyerer, J.
2022. at - Automatisierungstechnik, 70 (10), 827–837. doi:10.1515/auto-2022-0072 

Datenschutzkonforme Weitergabe von Versichertendaten aus dem Forschungsdatenzentrum
Orak, B.; Krempel, E.; Appenzeller, A.
2022. D. Demmler, D. Krupka & H. Federrath (Hrsg.), INFORMATIK 2022 Hrsg.: Demmler, Daniel AND Federrath, Hannes, Daniel AND Krupka, 533–549, Gesellschaft für Informatik (GI). doi:10.18420/inf2022_45  

Towards Private Medical Data Donations by Using Privacy Preserving Technologies
Appenzeller, A.; Terzer, N.; Krempel, E.; Beyerer, J.
2022. The15th International Conference on PErvasive Technologies Related to Assistive Environments, 446–454, Association for Computing Machinery (ACM). doi:10.1145/3529190.3534768  

Wandlungsfähige Produktion für die Kreislaufwirtschaft
Beyerer, J.; Bretthauer, G.; Hofmann, C.; Lanza, G.
2022. at - Automatisierungstechnik, 70 (6), 501–503. doi:10.1515/auto-2022-0063 

Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage = Concept of an agile production system based on learning robots applied to disassembly
Lanza, G.; Asfour, T.; Beyerer, J.; Deml, B.; Fleischer, J.; Heizmann, M.; Furmans, K.; Hofmann, C.; Cebulla, A.; Dreher, C.; Kaiser, J.-P.; Klein, J.-F.; Leven, F.; Mangold, S.; Mitschke, N.; Stricker, N.; Pfrommer, J.; Wu, C.; Wurster, M.; Zaremski, M.
2022. at - Automatisierungstechnik, 70 (6), 504–516. doi:10.1515/auto-2021-0158 

Application of diffractive lens arrays in confocal microscopy. Dissertation
Li, Z.
2022, Juni 9. KIT Scientific Publishing. doi:10.5445/KSP/1000145608  

Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation
Schieber, H.; Duerr, F.; Schoen, T.; Beyerer, J.
2022. 2022 IEEE Intelligent Vehicles Symposium (IV): 4–9 June 2022, Aachen, Germany, 375–381, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IV51971.2022.9827113 

Impacts of Data Anonymization on Semantic Segmentation
Zhou, J.; Beyerer, J.
2022. 2022 IEEE Intelligent Vehicles Symposium (IV): 4–9 June 2022, Aachen, Germany, 997–1004, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IV51971.2022.9827262 

Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images
Wiedemer, T.; Wolf, S.; Schumann, A.; Ma, K.; Beyerer, J.
2022. Proceedings 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): New Orleans, Louisiana, 19–24 June 2022, 4141–4152, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW56347.2022.00459 

Improving Multi-Target Multi-Camera Tracking by Track Refinement and Completion
Specker, A.; Florin, L.; Cormier, M.; Beyerer, J.
2022. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 3198–3208, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW56347.2022.00361 

Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation
Schieber, H.; Duerr, F.; Schoen, T.; Beyerer, J.
2022. doi:10.48550/arXiv.2205.13629 

In memoriam Fernando Puente León
Heizmann, M.; Beyerer, J.
2022. tm - Technisches Messen, 89 (2), 83–84. doi:10.1515/teme-2021-0138 

Efficient Global Occupancy Mapping for Mobile Robots using OpenVDB
Hagmanns, R.; Emter, T.; Grosse-Besselmann, M.; Beyerer, J.
2022. arxiv. doi:10.48550/arXiv.2211.04067  

Findings of the Second AmericasNLP Competition on Speech-to-Text Translation
Ebrahimi, A.; Mager, M.; Wiemerslage, A.; Denisov, P.; Oncevay, A.; Liu, D.; Koneru, S.; Ugan, E. Y.; Li, Z.; Niehues, J.; Romero, M.; Torre, I. G.; Alumäe, T.; Kong, J.; Polezhaev, S.; Belousov, Y.; Chen, W.-R.; Sullivan, P.; Adebara, I.; Talafha, B.; Inciarte, A. A.; Abdul-Mageed, M.; Chiruzzo, L.; Coto-Solano, R.; Cruz, H.; Flores-Solórzano, S.; López, A. A. A.; Meza-Ruiz, I.; Ortega, J. E.; Palmer, A.; Salazar, R. J. Z.; Stenzel, K.; Vu, T.; Kann, K.
2022. M. Ciccone (Hrsg.), Proceedings of the NeurIPS 2022. Ed.: M. Ciccone, 217–232 

Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation
Kalb, T. M.; Beyerer, J.
2022. doi:10.48550/arXiv.2209.08010 

Machine learning based multiobject tracking for sensor based sorting
Maier, G.; Reith-Braun, M.; Bauer, A.; Gruna, R.; Pfaff, F.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Beyerer, J.
2022. Forum Bildverarbeitung 2022. Ed.: T. Längle, 115–126, KIT Scientific Publishing  

Optimal human labelling for anomaly detection in industrial inspection
Zander, T.; Ziyan, P.; Birnstill, P.; Beyerer, J.
2022. Forum Bildverarbeitung 2022. Ed.: T. Längle, 49–59, KIT Scientific Publishing  

Problem-Specific Optimized Multispectral Sensing for Improved Quantification of Plant Biochemical Constituents
Schumacher, P.; Gruna, R.; Langle, T.; Beyerer, J.
2022. 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WHISPERS56178.2022.9955113 

Privacy and Utility of Private Synthetic Data for Medical Data Analyses
Appenzeller, A.; Leitner, M.; Philipp, P.; Krempel, E.; Beyerer, J.
2022. Applied Sciences, 12 (23), Article no: 12320. doi:10.3390/app122312320  

CrossTest: a cross-domain physical testbed environment for cybersecurity performance evaluations
Karch, M.; Rösch, D.; André, K.; Meshram, A.; Haas, C.; Nicolai, S.
2022. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA52439.2022.9921672 

Toward Accurate Online Multi-target Multi-camera Tracking in Real-time
Specker, A.; Beyerer, J.
2022. 30th European Signal Processing Conference (EUSIPCO), 533–537 

For the Sake of Privacy: Skeleton-Based Salient Behavior Recognition
Golda, T.; Thiemich, J.; Cormier, M.; Beyerer, J.
2022. 29th IEEE International Conference on Image Processing (ICIP), 16th -19th October, Bordeaux, France, 3983–3987, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP46576.2022.9897358 

Perception of Risks and Usefulness of Smart Video Surveillance Systems
Golda, T.; Guaia, D.; Wagner-Hartl, V.
2022. Applied Sciences, 12 (20), Art.-Nr.: 10435. doi:10.3390/app122010435  

Transformer-based Fine-Grained Fungi Classification in an Open-Set Scenario
Wolf, S.; Beyerer, J.
2022. CLEF 2022 Working Notes: Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum ; Bologna, Italy, September 5th to 8th, 2022. Ed.: G. Faggioli, 2219–2226, CEUR-WS.org  

Towards Heterogeneous Remote Attestation Protocols
Wagner, P. G.; Beyerer, J.
2022. Proceedings of the 19th International Conference on Security and Cryptography - SECRYPT. Vol. 1. Ed.: S. De Capitani di Vimercati, 586–591, SciTePress. doi:10.5220/0011289000003283 

Cluster Crash: Learning from Recent Vulnerabilities in Communication Stacks
Borcherding, A.; Takacs, P.; Beyerer, J.
2022. Proceedings of the 8th International Conference on Information Systems Security and Privacy, 334–344, SciTePress. doi:10.5220/0010806300003120  

Towards a Better Understanding of Machine Learning based Network Intrusion Detection Systems in Industrial Networks
Borcherding, A.; Feldmann, L.; Karch, M.; Meshram, A.; Beyerer, J.
2022. Proceedings of the 8th International Conference on Information Systems Security and Privacy - ICISSP, 314–325, SciTePress. doi:10.5220/0010795900003120 

Attention Mechanism in Computer Vision: Current Status and Prospect
Wu, C.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 207–221, Karlsruher Institut für Technologie (KIT)  

Conceptualization of a Trust Dashboard for Distributed Usage Control Systems
Wagner, P. G.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 169–188, Karlsruher Institut für Technologie (KIT)  

Multi Person Tracking with a Multi Hypothesis Approach for Ambiguous Assignments
Stadler, D.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 153–167, Karlsruher Institut für Technologie (KIT)  

A Transformer based Multi task Model for Attribute based Person Retrieval
Specker, A.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 139–152, Karlsruher Institut für Technologie (KIT)  

A Review on Approaches for Causal Structure Identification
Rehak, J.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 105–120, Karlsruher Institut für Technologie (KIT)  

A Simple Pyramid Vision Transformer for Human Pose Estimation in Crowds
Cormier, M.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 33–51, Karlsruher Institut für Technologie (KIT)  

Using Maximum Entropy to Extend a Consent Privacy Impact Quantification
Appenzeller, A.
2022. Proceedings of the 2021 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 1–19, Karlsruher Institut für Technologie (KIT)  

MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors
Wu, C.; Zhou, K.; Kaiser, J.-P.; Mitschke, N.; Klein, J.-F.; Pfrommer, J.; Beyerer, J.; Lanza, G.; Heizmann, M.; Furmans, K.
2022. Procedia CIRP, 106, 138–143. doi:10.1016/j.procir.2022.02.168  

Quantifying Trustworthiness in Decentralized Trusted Applications
Wagner, P. G.; Beyerer, J.
2022. Proceedings of the 2022 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems (Sat-CPS’22), 67–76, Association for Computing Machinery (ACM). doi:10.1145/3510547.3517930 

Sovereign Digital Consent through Privacy Impact Quantification and Dynamic Consent
Appenzeller, A.; Hornung, M.; Kadow, T.; Krempel, E.; Beyerer, J.
2022. Technologies, 10 (1), Article no: 35. doi:10.3390/technologies10010035  

Intelligente Bild- und Videoauswertung für die Sicherheit
Fraunhofer IOSB; Golda, T.; Cormier, M.; Beyerer, J.
2022. Handbuch Polizeimanagement – Polizeipolitik – Polizeiwissenschaft – Polizeipraxis. Ed.: D. Wehe, 1–21, Springer Fachmedien Wiesbaden. doi:10.1007/978-3-658-34394-1_87-1 

Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds
Stadler, D.; Beyerer, J.
2022. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 133–142, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW54805.2022.00019 

Where Are We With Human Pose Estimation in Real-World Surveillance?
Cormier, M.; Clepe, A.; Specker, A.; Beyerer, J.
2022. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 591–601, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW54805.2022.00065 

Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems
Specker, A.; Moritz, L.; Cormier, M.; Beyerer, J.
2022. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 570–580, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW54805.2022.00063 

Confocal fluorescence microscopy with high-NA diffractive lens arrays
Li, Z.; Taphanel, M.; Längle, T.; Beyerer, J.
2022. Applied Optics, 61 (3), A37-A42. doi:10.1364/AO.442084 

Deep Learning based Vehicle Detection in Aerial Imagery. Dissertation
Sommer, L. W.
2022. KIT Scientific Publishing. doi:10.5445/KSP/1000135415  

Improving Temporal Consistency in Aerial Based Crowd Monitoring Using Bayes Filters
Kramer, J. C.; Golda, T.; Hansert, J.; Schlegel, T.
2021. UR-AI 2021, The Upper-Rhine Artificial Intelligence Symposium : Artificial Intelligence - Application in life sciences and beyond, Kaiserslautern, 27th October 2021. Ed.: K-H. Schäfer, 224–233, Hochschule Kaiserslautern 

Resolution enhancement of low-NA objectives in confocal fluorescence microscopy by diffractive lens arrays
Li, Z.; Taphanel, M.; Längle, T.; Beyerer, J.
2021. Proceedings of the International Optical Design Conference 2021. Ed.: P.P. Clark, 126 – 131, SPIE. doi:10.1117/12.2603633 

Modeling Clinical Practice Guidelines for Interactive Decision Support Exemplified by Primary Myelofibrosis and Immune Thrombocytopenia
Philipp, P.; Hempel, L.; Hempel, D.; Beyerer, J.
2021. 2021 International Conference on Computational Science and Computational Intelligence (CSCI): 15–17 December 2021, Las Vegas, NV, USA, 1163–1168, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI54926.2021.00244 

Towards Distributed Healthcare Systems – Virtual Data Pooling Between Cancer Registries as Backbone of Care and Research
Appenzeller, A.; Bartholomaus, S.; Breitschwerdt, R.; Claussen, C.; Geisler, S.; Hartz, T.; Kachel, P.; Krempel, E.; Robert, S.; Zeissig, S. R.
2021. 2021 IEEE/ACS 18th International Conference on Computer Systems and Applications (AICCSA), Tangier, Morocco, 30 Nov.-3 Dec. 2021, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AICCSA53542.2021.9686918 

On the Performance of Crowd-Specific Detectors in Multi-Pedestrian Tracking
Stadler, D.; Beyerer, J.
2021. 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–12, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS52988.2021.9663836 

Multi-Pedestrian Tracking with Clusters
Stadler, D.; Beyerer, J.
2021. 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–10, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS52988.2021.9663829 

Verbundprojekt: Sicherheit in städtischen Umgebungen: Crowd-Monitoring, Prädiktion und Entscheidungsunterstützung (S2UCRE)
Fraunhofer IOSB; Golda, T.; Krempel, E.; Metzler, J.; Westerkampf, K.
2021. Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung (IOSB) 

Nachruf für Prof. Dr. rer. nat. Hartwig Steusloff – * 15. Juli 1937, † 21. Juli 2021
Beyerer, J.
2021. Automatisierungstechnik, 69 (10), 917–918. doi:10.1515/auto-2021-0130 

Double Head Predictor based Few-Shot Object Detection for Aerial Imagery
Wolf, S.; Meier, J.; Sommer, L.; Beyerer, J.
2021. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Montreal, BC, Canada 11th -17th October 2021, 721–731, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICCVW54120.2021.00086 

Interactive Labeling for Human Pose Estimation in Surveillance Videos
Cormier, M.; Ropke, F.; Golda, T.; Beyerer, J.
2021. 2021 IEEE/CVF International Conference on Computer Vision Workshops : ICCVW 2021 : 11-17 October 2021, virtual event : proceedings. Ed.: Tamara Berg, 1649–1658, IEEEXplore. doi:10.1109/ICCVW54120.2021.00190 

Sensitivity enhanced roll-angle sensor by means of a quarter-waveplate
Chen, C.-W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2021. Technisches Messen, 88 (s1), s48–s52. doi:10.1515/teme-2021-0069 

Deep learning-based video analysis pipeline for person detection and re-identification in aerial imagery
Specker, A.; Moritz, L.; Sommer, L. W.
2021. Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies V, 118690K, SPIE. doi:10.1117/12.2600109 

Improving Attribute-Based Person Retrieval By Using A Calibrated, Weighted, And Distribution-Based Distance Metric
Specker, A.; Beyerer, J.
2021. 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, AK, USA, Anchorage, AK, USA, 19-22 Sept. 2021, 2378–2382, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP42928.2021.9506096 

Analytical determination of the complex refractive index and the incident angle of an optically isotropic substrate by ellipsometric parameters and reflectance
Chen, C.-W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2021. Applied optics, 60 (22), F33–F38. doi:10.1364/AO.423793 

Temporal Extension for Encoder-Decoder-based Crowd Counting Approaches
Fraunhofer IOSB; Golda, T.; Kruger, F.; Beyerer, J.
2021. 2021 17th International Conference on Machine Vision and Applications (MVA), 1–5, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/MVA51890.2021.9511351 

Towards Lower Precision Quantization for Pedestrian Detection in Crowded Scenario
Cormier, M.; Seletkov, D.; Beyerer, J.
2021. IEEE EUROCON 2021 - 19th International Conference on Smart Technologies, Lviv, Ukraine, 6-8 July 2021, 254–258, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EUROCON52738.2021.9535539 

Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU
Cormier, M.; Wolf, S.; Sommer, L.; Schumann, A.; Beyerer, J.
2021. IEEE EUROCON 2021 - 19th International Conference on Smart Technologies, Lviv, Ukraine, 6-8 July 2021, 40–44, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/EUROCON52738.2021.9535550 

Light field illumination: Problem-specific lighting adjustment = Lichtfeldbeleuchtung: Problemspezifische Beleuchtungsanpassung
Kludt, C.; Längle, T.; Beyerer, J.
2021. Technisches Messen, 88 (6), 330–341. doi:10.1515/teme-2021-0021 

CPIQ - A Privacy Impact Quantification for Digital Medical Consent
Appenzeller, A.; Kadow, T.; Krempel, E.; Beyer, J.
2021. PETRA ’21: The 14th PErvasive Technologies Related to Assistive Environments Conference Corfu Greece 29 June, 2021- 2 July, 2021, 534–543, Association for Computing Machinery (ACM). doi:10.1145/3453892.3461653 

Motion-Based Visual Inspection of Optically Indiscernible Defects on the Example of Hazelnuts
Maier, G.; Shevchyk, A.; Flitter, M.; Gruna, R.; Längle, T.; Hanebeck, U. D.; Beyerer, J.
2021. Computers and Electronics in Agriculture, 185, 106147. doi:10.1016/j.compag.2021.106147  

Smart agriculture
Beyerer, J.; Bretthauer, G.; Längle, T.
2021. Automatisierungstechnik, 69 (4), 275–277. doi:10.1515/auto-2021-2049 

Deep Learning based Vehicle Detection in Aerial Imagery. Dissertation
Sommer, L. W.
2021, April 27. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000131732  

Datensouveränität für Patienten im Gesundheitswesen
Bretthauer, S.; Appenzeller, A.; Birnstill, P.
2021. Datenschutz und Datensicherheit, 45 (3), 173–179. doi:10.1007/s11623-021-1413-6 

Ein neues "Datenkartellrecht" zum Schutz der informationellen Selbstbestimmung im Markt der sozialen Plattformen?
Steinbrück, A.; Wiens, M.; Birnstill, P.; Kaiser, F.; Zander, T.; Raabe, O.; Schultmann, F.; Volkamer, M.
2021. Recht der Datenverarbeitung, 37 (1), 7–13 

Experimental Evaluation of a Novel Sensor-Based Sorting Approach Featuring Predictive Real-Time Multiobject Tracking
Maier, G.; Pfaff, F.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Beyerer, J.
2021. IEEE transactions on industrial electronics, 68 (2), 1548–1559. doi:10.1109/TIE.2020.2970643  

Flying guide dog: Walkable path discovery for the visually impaired utilizing drones and transformer-based semantic segmentation
Tan, H.; Chen, C.; Luo, X.; Zhang, J.; Seibold, C.; Yang, K.; Stiefelhagen, R.
2021. 2021 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1123–1128, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ROBIO54168.2021.9739520 

Drone-vs-Bird Detection Challenge at IEEE AVSS2021
Coluccia, A.; Fascista, A.; Schumann, A.; Sommer, L.; Dimou, A.; Zarpalas, D.; Akyon, F. C.; Eryuksel, O.; Ozfuttu, K. A.; Altinuc, S. O.; Dadboud, F.; Patel, V.; Mehta, V.; Bolic, M.; Mantegh, I.
2021. 2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS): 16-19 November 2021, Washington, DC, USA, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS52988.2021.9663844 

Robustness estimation of simple lens systems by machine learning
Chen, C.-W.; Zhou, B.; Längle, T.; Beyerer, J.
2021. International Optical Design Conference: in Proceedings OSA Optical Design and Fabrication 2021 (Flat Optics, Freeform, IODC, OFT) ; 27 June–1 July 2021, Washington, DC, United States, Art.-Nr.: 120781B, Optica Publishing Group (OSA). doi:10.1117/12.2603658 

Wertstromkinematik – Produktionssysteme neu gedacht: Interdisziplinäres Forscherteam arbeitet an der Produktionstechnik der Zukunft (Teil 2)
Kimmig, A.; Schöck, M.; Mühlbeier, E.; Oexle, F.; Fleischer, J.; Bönsch, J.; Ovtcharova, J.; Hahn, J.; Grunwald, A.; Albers, A.; Rapp, S.; Hagenmeyer, V.; Scholz, S. G.; Schmidt, A.; Müller, T.; Becker, J.; Schade, F.; Beyerer, J.; Rehak, J.; Zwick, T.; Pauli, M.; Nuß, B.; Lanza, G.; Schild, L.; Overbeck, L.
2021. Zeitschrift für wirtschaftlichen Fabrikbetrieb, 116 (12), 935–939. doi:10.1515/zwf-2021-0207 

Hardness Prediction for More Reliable Attribute-based Person Re-identification
Florin, L.; Specker, A.; Schumann, A.; Beyerer, J.
2021. 2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR), 418–424, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MIPR51284.2021.00077 

Continual learning for class- and domain-incremental semantic segmentation
Kalb, T.; Roschani, M.; Ruf, M.; Beyerer, J.
2021. 2021 IEEE Intelligent Vehicles Symposium (IV): 11-17 July 2021, online, 1345–1351, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IV48863.2021.9575493 

Do as we do: Multiple Person Video-To-Video Transfer
Cormier, M.; Moshkenan, H. M.; Lörch, F.; Metzler, J.; Beyerer, J.
2021. 2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR), 84–90, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MIPR51284.2021.00020 

Efficient Semantic Representation of Network Access Control Configuration for Ontology-based Security Analysis
Patzer, F.; Beyerer, J.
2021. Proceedings of the 7th International Conference on Information Systems Security and Privacy. Hrsg:. Paolo Mori, Gabriele Lenzini, Steven Furnell, 550–557, SciTePress. doi:10.5220/0010285305500557  

A Step Towards Global Counterfactual Explanations: Approximating the Feature Space Through Hierarchical Division and Graph Search
Becker, M.; Burkart, N.; Birnstill, P.; Beyerer, J.
2021. Advances in Artificial Intelligence and Machine Learning, 1 (2), 90–110. doi:10.54364/aaiml.2021.1107  

Decoupled Iterative Deep Sensor Fusion for 3D Semantic Segmentation
Duerr, F.; Weigel, H.; Beyerer, J.
2021. International Journal of Semantic Computing, 15 (3), 293–312. doi:10.1142/S1793351X21400067 

Fastaer det: Fast aerial embedded real-time detection
Wolf, S.; Sommer, L.; Schumann, A.
2021. Remote Sensing, 13 (16), 3088. doi:10.3390/rs13163088  

Secure and privacy-respecting documentation for interactive manufacturing and quality assurance
Wagner, P. G.; Lengenfelder, C.; Holzbach, G.; Becker, M.; Birnstill, P.; Voit, M.; Bejhad, A.; Samorei, T.; Beyerer, J.
2021. Applied Sciences (Switzerland), 11 (16), Art.-Nr.: 7339. doi:10.3390/app11167339  

Deep learning based person search in aerial imagery
Sommer, L.; Specker, A.; Schumann, A.
2021. SPIE DEFENSE + COMMERCIAL SENSING | 12-17 APRIL 2021 - Automatic Target Recognition XXXI. Ed.: R. I. Hammoud, Art.-Nr.: 117290O, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2588179 

Smartspectrometer—embedded optical spectroscopy for applications in agriculture and industry
Krause, J.; Grüger, H.; Gebauer, L.; Zheng, X.; Knobbe, J.; Pügner, T.; Kicherer, A.; Gruna, R.; Längle, T.; Beyerer, J.
2021. Sensors, 21 (13), 4476. doi:10.3390/s21134476  

A study of person re-identification design characteristics for aerial data
Moritz, L.; Specker, A.; Schumann, A.
2021. Pattern Recognition and Tracking XXXII: SPIE DEFENSE + COMMERCIAL SENSING | 12-17 APRIL 2021. Ed.: M. S. Alam, Art.-Nr.: 117350P, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2587946 

Learning Universal Vector Representation for Objects of Different 3D Euclidean formats
Wu, C.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 155–170, KIT Scientific Publishing  

Classifying Usage Control and Data Provenance Architectures
Wagner, P. G.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 135–154, KIT Scientific Publishing  

Multi-Object Tracking in Drone Videos
Stadler, D.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 123–133, KIT Scientific Publishing  

A Step Towards Explainable Person Re-identification Rankings
Specker, A.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 107–121, KIT Scientific Publishing  

A Proposal on Discovering Causal Structures inTechnical Systems by Means of Interventions
Rehak, J.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 91–105, KIT Scientific Publishing  

DOE-based Multi-spot Confocal InterferenceMicroscope
Li, Z.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 83–90, KIT Scientific Publishing  

"Let’s get ready to bundle!":Crowd-level Human Keypoint Tracking
Golda, T.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 67–81, KIT Scientific Publishing  

A Data Annotation Process for Human Activity Recognition in Public Places
Cormier, M.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 33–51, KIT Scientific Publishing  

Characterization of Mueller matrices in retroreflexellipsometry
Chen, C.-W.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 19–32, KIT Scientific Publishing. doi:10.5445/IR/1000135071  

Privacy and Patient Involvement in e-HealthWorldwide: An International AnalysisArno Appenzeller
Appenzeller, A.
2021. Proceedings of the 2020 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 1–17, KIT Scientific Publishing  

An Occlusion-Aware Multi-Target Multi-Camera Tracking System
Specker, A.; Stadler, D.; Florin, L.; Beyerer, J.
2021. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 4168–4177, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW53098.2021.00471 

Improving Multiple Pedestrian Tracking by Track Management and Occlusion Handling
Stadler, D.; Beyerer, J.
2021. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 10958–10967, Institute of Electrical and Electronics Engineers (IEEE) 

High-resolution confocal microscopy with low-NA objectives based on diffractive lens arrays
Li, Z.; Taphanel, M.; Längle, T.; Beyerer, J.
2021. Applied optics, 60 (22), F1–F5. doi:10.1364/AO.423933 

Direct-imaging DOEs for high-NA multi-spot confocal surface measurement Direct-imaging DOEs für konfokale Multi-Spot-Oberflächenmessung mit hoher NA
Li, Z.; Taphanel, M.; Längle, T.; Beyerer, J.
2021. Technisches Messen, 88 (5), 319–325. doi:10.1515/teme-2020-0103 

Detection of pyrrolizidine alkaloid containing herbs using hyperspectral imaging in the short-wave infrared
Krause, J.; Tron, N.; Maier, G.; Krähmer, A.; Gruna, R.; Längle, T.; Beyerer, J.
2021. OCM 2021 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; T. Längle, 45–55, Karlsruher Institut für Technologie (KIT)  

PAS Tracker: Position-, Appearance- and Size-Aware Multi-object Tracking in Drone Videos
Stadler, D.; Sommer, L. W.; Beyerer, J.
2021. Computer Vision – ECCV 2020 Workshops. Part IV. Ed.: A. Bartoli, 604–620, Springer International Publishing. doi:10.1007/978-3-030-66823-5_36 

Supported Decision-Making by Explainable Predictions of Ship Trajectories
Burkart, N.; Huber, M. F.; Anneken, M.
2021. 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020). Ed.: Á. Herrero, 44–54, Springer International Publishing. doi:10.1007/978-3-030-57802-2_5 

Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding
Fraunhofer IOSB; Wu, C.; Pfrommer, J.; Beyerer, J.; Li, K.; Neubert, B.
2021. 2020 Joint 9th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 4th International Conference on Imaging, Vision & Pattern Recognition (icIVPR), Kitakyushu, Japan, 26-29 Aug. 2020, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIEVicIVPR48672.2020.9306522  

Imaging vehicle-to-vehicle communication using visible light
Ziehn, J. R.; Roschani, M.; Ruf, M.; Bruestle, D.; Beyerer, J.; Helmer, M.
2020. Advanced Optical Technologies, 9 (6), 339–348. doi:10.1515/aot-2020-0038 

In memoriam Professor Dr.-Ing. Fernando Puente León
Mesch, F.; Beyerer, J.
2020. Technisches Messen, 87 (10), 597–598. doi:10.1515/teme-2020-0067 

Part Affinity Field based Activity Recognition
Golda, T.
2020. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory / by Jürgen Beyerer, Tim Zander (eds.), 53–67, KIT Scientific Publishing  

An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video
Specker, A.; Schumann, A.; Beyerer, J.
2020. 2020 IEEE International Conference on Image Processing (ICIP), 2331–2335, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP40778.2020.9191264 

An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video
Specker, A.; Schumann, A.; Beyerer, J.
2020. IEEE International Conference on Image Processing (ICIP), 2331–2335, Institute of Electrical and Electronics Engineers (IEEE) 

Lernende Systeme erkunden, schützen, retten
Beyerer, J.; Tchouchenkov, I.
2020. Galvanotechnik, 111 (9), 1384–1391 

Multi-user authorization for simultaneous collaborative situation analysis workspaces using XACML
Appenzeller, A.; Krempel, E.; Birnstill, P.; Beyerer, J.
2020. Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies IV, 21-25 September 2020 (Teilkonferenz von SPIE Security + Defence Digital Forum 2020). Ed.: H. Bouma, Art.-Nr.: 1154207, SPIE. doi:10.1117/12.2570824 

A multitask model for person re-identification and attribute recognition using semantic regions
Specker, A.; Schumann, A.; Beyerer, J.
2020. Artificial Intelligence and Machine Learning in Defense Applications II. Ed.: J. Dijk, 115430I, SPIE. doi:10.1117/12.2573981 

Image domain adaption of simulated data for human pose estimation
Golda, T.; Blattmann, A.; Metzler, J.; Beyerer, J.
2020. J. Dijk (Hrsg.), Artificial Intelligence and Machine Learning in Defense Applications II, 19, SPIE. doi:10.1117/12.2573888 

Direct-imaging DOEs for high-NA multi-spot confocal microscopy = Direct-imaging DOEs für konfokale Multi-Spot-Mikroskopie mit hoher NA
Li, Z.; Taphanel, M.; Längle, T.; Beyerer, J.
2020. Technisches Messen, 87 (SH), S40-S43. doi:10.1515/teme-2020-0017 

Context-Aware Software-Defined Networking for Automated Incident Response in Industrial Networks
Patzer, F.; Lüdtke, P.; Meshram, A.; Beyerer, J.
2020. 5th International Conference on Information Systems Security and Privacy, ICISSP 2019; Prague; Czech Republic; 23 February 2019 through 25 February 2019, 137–161, Springer-Verlag. doi:10.1007/978-3-030-49443-8_7 

Ellipsometric inline inspection of dielectric substrates with nonplanar surfaces
Hartrumpf, M.; Chen, C.-W.; Längle, T.; Beyerer, J.
2020. Technisches Messen, 87 (6), 6. doi:10.1515/teme-2019-0097 

Experimental investigation of color reproduction quality of color 3D printing based on colored layer features
Yuan, J.; Tian, J.; Chen, C.; Chen, G.
2020. Molecules, 25 (12), Art. Nr.: 2909. doi:10.3390/molecules25122909  

Enabling Data Sovereignty for Patients through Digital Consent Enforcement
Appenzeller, A.; Rode, E.; Krempel, E.; Beyerer, J.
2020. PETRA ’20: Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 30 June - 3 July 2020, Article No.: 33, Association for Computing Machinery (ACM). doi:10.1145/3389189.3393745 

Large Scale Vehicle Re-Identification by Knowledge Transfer From Simulated Data and Temporal Attention
Eckstein, V.; Schumann, A.; Specker, A.
2020. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020, Virtual, Online, United States, 14-19 June 2020, 2626–2631, IEEE Computer Society. doi:10.1109/CVPRW50498.2020.00316 

The MTA Dataset for Multi-Target Multi-Camera Pedestrian Tracking by Weighted Distance Aggregation
Kohl, P.; Specker, A.; Schumann, A.; Beyerer, J.
2020. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020, Virtual, Online, United States, 14 - 19 June 2020, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW50498.2020.00529 

Wenn der Roboter zur Hilfe eilt
Beyerer, J.
2020, April 2 

IT-Sicherheit im Wettstreit um die erste autonome Fahrzeugflotte: Ein Diffusionsmodell
Zander, T.; Birnstill, P.; Kaiser, F.; Wiens, M.; Beyerer, J.; Schultmann, F.
2020. TATuP-Zeitschrift für Technikfolgenabschätzung in Theorie und Praxis/Journal for Technology Assessment in Theory and Practice, 29 (1), 16–22  

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results
Du, D.; Wen, L.; Zhu, P.; Fan, H.; Hu, Q.; Ling, H.; Shah, M.; Pan, J.; Al-Ali, A.; Mohamed, A.; Imene, B.; Dong, B.; Zhang, B.; Nesma, B. H.; Xu, C.; Duan, C.; Castiello, C.; Mencar, C.; Liang, D.; Krüger, F.; Vessio, G.; Castellano, G.; Wang, J.; Gao, J.; Abualsaud, K.; Ding, L.; Zhao, L.; Cianciotta, M.; Saqib, M.; Almaadeed, N.; Elharrouss, O.; Lyu, P.; Wang, Q.; Liu, S.; Qiu, S.; Pan, S.; Al-Maadeed, S.; Khan, S. D.; Khattab, T.; Han, T.; Golda, T.; Xu, W.; Bai, X.; Xu, X.; Li, X.; Zhao, Y.; Tian, Y.; Lin, Y.; Xu, Y.; Yao, Y.; Xu, Z.; Zhao, Z.; Luo, Z.; Wei, Z.; Zhao, Z.
2020. Computer Vision – ECCV 2020 Workshops. Ed.: A. Bartoli. Vol. 4, 675–691, Springer Nature Switzerland. doi:10.1007/978-3-030-66823-5_41 

VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results
Fan, H.; Du, D.; Wen, L.; Zhu, P.; Hu, Q.; Ling, H.; Shah, M.; Pan, J.; Schumann, A.; Dong, B.; Stadler, D.; Xu, D.; Bunyak, F.; Seetharaman, G.; Liu, G.; Haritha, V.; Hrishikesh, P. S.; Han, J.; Palaniappan, K.; Zhu, K.; Sommer, L. W.; Zhang, L.; Shine, L.; Yao, M.; Al-Shakarji, N. M.; Li, S.; Sun, T.; Sai, W.; Yu, W.; Wu, X.; Hong, X.; Wei, X.; Zhao, X.; Zhao, Y.; Gong, Y.; Yao, Y.; He, Y.; Zhao, Z.; Xie, Z.; Yang, Z.; Xu, Z.; Luo, Z.; Duan, Z.
2020. Computer Vision – ECCV 2020 Workshops : Glasgow, UK, August 23–28, 2020, Proceedings, Part 4. Ed.: A. Bartoli, 713–727, Springer International Publishing. doi:10.1007/978-3-030-66823-5_43 

Accuracy Evaluation of a Lightweight Analytic Vehicle Dynamics Model for Maneuver Planning
Ziehn, J. R.; Ruf, M.; Roschani, M.; Beyerer, J.
2020. 5th International Conference on Robotics and Automation Engineering (ICRAE 2020) : November 20-22, 2020, Singapore, 197–205, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICRAE50850.2020.9310898 

Light Field Illumination: A Universal Lighting Approach for Visual Inspection
Kludt, C.; Dippon, L.; Langle, T.; Beyerer, J.
2020. Forum Bildverarbeitung 2018 : [29.-30. Novemver 2018 in Karlsruhe] / herausgegeben von T. Längle, F. Puente León und M. Heizmann, 25, KIT Scientific Publishing 

Portable Trust Anchor for OPC UA Using Auto-Configuration
Meier, D.; Patzer, F.; Drexler, M.; Beyerer, J.
2020. 2020 IEEE 25th International Conference on Emerging Technologies and Factory Automation (ETFA) : Technical University of Vienna, Vienna, Austria, 08-011September 2020 : proceedings / organized by: IEEE Industrial Electronics Society (IES), 270–277. doi:10.1109/ETFA46521.2020.9211904 

A cooperative HCI assembly station with dynamic projections
Lengenfelder, C.; Frese, C.; Zube, A.; Voit, M.; Beyerer, J.
2020. 52nd International Symposium on Robotics : 9-10 December 2020, Online-Event, Germany, 1–8, VDE Verlag 

Realtime Global optimization of a Fail-Safe Emergency Stop Maneuver for Arbitrary Electrical/ Electronical Failures in Automated Driving
Duerr, F.; Ziehn, J.; Kohlhaas, R.; Roschani, M.; Ruf, M.; Beyerer, J.
2020. 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), 20-23 September 2020, online, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC45102.2020.9294578 

Iterative Deep Fusion for 3D Semantic Segmentation
Duerr, F.; Weigel, H.; Maehlisch, M.; Beyerer, J.
2020. Proceedings: The Fourth IEEE International Conference on Robotic Computing ; 9-11 November 2020, Virtual Conference, 391–397, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IRC.2020.00067 

Defect Annotation on Objects Using a Laser Remote Conrol
Lengenfelder, C.; Holzbach, G.; Voit, M.; Beyerer, J.
2020. HCI International 2020 - Posters – 22nd International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part I. Ed.: C. Stephanidis, 535–542, Springer International Publishing. doi:10.1007/978-3-030-50726-8_70 

Toward Mass Video Data Analysis: Interactive and Immersive 4D Scene Reconstruction
Kraus, M.; Pollok, T.; Miller, M.; Kilian, T.; Moritz, T.; Schweitzer, D.; Beyerer, J.; Keim, D.; Qu, C.; Jentner, W.
2020. Sensors, 20 (18), Art. Nr.: 5426. doi:10.3390/s20185426  

Learning with Latent Representations of 3D Data: from Classical Methods to 3D Deep Learning
Wu, C.
2020. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Hrsg.: J. Beyerer; T. Zander, 133–149, KIT Scientific Publishing  

A Realistic Predictor for Pedestrian Attribute Recognition
Specker, A.
2020. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Hrsg.: J. Beyerer; T. Zander, 95–112, KIT Scientific Publishing  

High-NA Confocal Measurement by Diffractive Optical Elements
Li, Z.
2020. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Hrsg.: J. Beyerer; T. Zander, 85–94, KIT Scientific Publishing  

A Theoretical Model for Measuring and Sensor Characterization in Optical Spectroscopy
Krause, J.
2020. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Hrsg.: J. Beyerer; T. Zander, 69–83, KIT Scientific Publishing  

3D printing of oil paintings based on material jetting and its reduction of staircase effect
Yuan, J.; Chen, C.; Yao, D.; Chen, G.
2020. Polymers, 12, Art.-Nr.: 2536. doi:10.3390/polym12112536  

From Visual Spectrum to Millimeter Wave: A Broad Spectrum of Solutions for Food Inspection
Becker, F.; Schwabig, C.; Krause, J.; Leuchs, S.; Krebs, C.; Gruna, R.; Kuter, A.; Langle, T.; Nuessler, D.; Beyerer, J.
2020. IEEE antennas & propagation magazine, 62 (5), 55–63. doi:10.1109/MAP.2020.3003225 

Helper-in-the-Middle: Supporting Web Application Scanners Targeting Industrial Control Systems
Borcherding, A.; Pfrang, S.; Haas, C.; Weiche, A.; Beyerer, J.
2020. SECRYPT 2020 : proceedings of the 17th International Conference on Security and Cryptography : July 8-10, 2020 (SECRYPT is part of ICETE, the 17th International Joint Conference on e-Business and Telecommunications). Vol. 3. Ed.: P. Samarati, 27–38, SciTePress. doi:10.5220/0009517800270038 

Establishing Secure Communication Channels Using Remote Attestation with TPM 2.0
Wagner, P. G.; Birnstill, P.; Beyerer, J.
2020. Security and Trust Management. Ed.: K. Markantonakis, 73–89, Springer Nature. doi:10.1007/978-3-030-59817-4_5 

NeuralIO: Indoor outdoor detection via multimodal sensor data fusion on smartphones
Wang, L.; Sommer, L.; Riedel, T.; Beigl, M.; Zhou, Y.; Huang, Y.
2020. Science and Technologies for Smart Cities: 5th EAI International Summit, SmartCity360, Braga, Portugal, December 4-6, 2019, Proceedings. Ed.: H. Santos, 127–138, Springer. doi:10.1007/978-3-030-51005-3_13 

Mirrors
Beyerer, J.; Eichhorn, M.
2020. Computer Vision: A Reference Guide, 1–5, Springer. doi:10.1007/978-3-030-03243-2_100-1 

IT-Sicherheit im Wettstreit um die erste autonome Fahrzeugflotte
Zander, T.; Birnstill, P.; Kaiser, F.; Wiens, M.; Beyerer, J.; Schultmann, F.
2020. Technikfolgenabschätzung, Theorie und Praxis, 29 (1), 16–22. doi:10.14512/tatup.29.1.16  

Mueller matrix cone and its application to filtering
Zander, T.; Beyerer, J.
2020. OSA continuum, 3 (6), 1376–1384. doi:10.1364/OSAC.383317 

Modern non-destructive testing
Beyerer, J.; Hanke, R.
2020. Technisches Messen, 87 (6). doi:10.1515/teme-2020-0033 

Analytic solutions for calculating the surface inclination of isotropic media and bare substrates by using reflection-based generalized ellipsometry
Negara, C.; Längle, T.; Beyerer, J.
2020. Journal of vacuum science & technology / B, 38 (3), 034012. doi:10.1116/1.5144506 

Imaging ellipsometry for curved surfaces
Negara, C.; Längle, T.; Beyerer, J.
2020. Journal of vacuum science & technology / B, 38 (1), Art.Nr.: 014016. doi:10.1116/1.5129654 

Sensor-Realistic Simulations for Evaluation and Planning of Optical Measurement Systems with an Application to Laser Triangulation
Mohammadikaji, M.; Bergmann, S.; Beyerer, J.; Burke, J.; Dachsbacher, C.
2020. IEEE sensors journal, 20 (10), 5336–5349. doi:10.1109/JSEN.2020.2971683 

Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism
Philipp, P.; Jacob, R.; Robert, S.; Beyerer, J.
2020. The 2nd International Conference on Artificial Intelligence in Information and Communication : ICAIIC 2020 : February 19-21, 2020, Fukuoka, Japan, 225–230, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICAIIC48513.2020.9065057 

A meta model for a comprehensive description of network protocols improving security tests
Pfrang, S.; Meier, D.; Fleig, A.; Beyerer, J.
2020. Proceedings of the 6th International Conference on Information Systems Security and Privacy. Ed.: S. Furnell, 671–682, SciTePress 

Predictive tracking with improved motion models for optical belt sorting
Pfaff, F.; Pieper, C.; Maier, G.; Noack, B.; Gruna, R.; Kruggel-Emden, H.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Längle, T.; Beyerer, J.
2020. Automatisierungstechnik, 68 (4), 239–255. doi:10.1515/auto-2019-0134  

Characterizing material flow in sensor-based sorting systems using an instrumented particle
Maier, G.; Pfaff, F.; Bittner, A.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Hanebeck, U. D.; Längle, T.; Beyerer, J.
2020. Automatisierungstechnik, 68 (4, SI), 256–264. doi:10.1515/auto-2019-0128  

NeuralIO: Indoor-Outdoor Detection via Multimodal Sensor Data Fusion on Smartphones
Wang, L.; Sommer, L.; Zhou, Y.; Huang, Y.; Wang, J.; Riedel, T.; Beigl, M.
2020. Sensors and materials, 32 (1), Article: 1. doi:10.18494/SAM.2020.2586  

Area scanning method for 3D surface profilometry based on an adaptive confocal microscope
Luo, D.; Taphanel, M.; Claus, D.; Boettcher, T.; Osten, W.; Längle, T.; Beyerer, J.
2020. Optics and lasers in engineering, 124, Art.-Nr.: 105819. doi:10.1016/j.optlaseng.2019.105819 

Modeling of Medical Treatment Processes for an Interactive Assistance Based on the Translation of UML Activities into PROforma
Philipp, P.; Becker, S.; Robert, S.; Hempel, D.; Beyerer, J.
2019. 6th Annual International Conference on Computational Science and Computational Intelligence, CSCI 2019; Las Vegas, 5th December 2019 - 7th December 2019, 972–976, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI49370.2019.00184 

Real-time multitarget tracking for sensor-based sorting – A new implementation of the auction algorithm for graphics processing units
Maier, G.; Pfaff, F.; Wagner, M.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Beyerer, J.
2019. Journal of real-time image processing, 16 (6), 2261–2272. doi:10.1007/s11554-017-0735-y  

Sensible Roboter sollen erkennen, was der Mensch will
Robert, S.; Philipp, P.
2019. PC-Welt : Wissenschaft und Forschung: Robotics 

What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks
Golda, T.; Murzyn, N.; Qu, C.; Kroschel, K.
2019. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2019.8909853 

Human Pose Estimation for Real-World Crowded Scenarios
Golda, T.; Kalb, T. M.; Schumann, A.; Beyerer, J.
2019. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2019.8909823 

Comprehensive Analysis of Deep Learning-Based Vehicle Detection in Aerial Images
Sommer, L.; Schuchert, T.; Beyerer, J.
2019. IEEE transactions on circuits and systems for video technology, 29 (9), 2733–2747. doi:10.1109/TCSVT.2018.2874396 

Probabilistic Estimation of Human Interaction Needs in Context of a Robotic Assistance in Geriatrics
Philipp, P.; Bommersheim, M.; Robert, S.; Beyerer, J.
2019. Current directions in biomedical engineering, 5 (1), 433–435. doi:10.1515/cdbme-2019-0109  

Measurement of ellipsometric data and surface orientations by modulated circular polarized light / Messung von ellipsometrischen Daten und Oberflächenorientierungen durch moduliertes zirkular polarisiertes Licht
Chen, C.-W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2019. Technisches Messen, 86 (s1), 32–36. doi:10.1515/teme-2019-0047 

Kalibrierfreie 3D-Rekonstruktion von gekrümmten Oberflächen mittels orthographischer Projektion unter Verwendung von Reflexionsmarkern [Calibration-free 3D reconstruction of specular surfaces with orthogonal projections by using reflection markers]
Negara, C.; Längle, T.; Beyerer, J.
2019. Technisches Messen, 86 (7-8), 373–383. doi:10.1515/teme-2019-0026 

Editorial
Müller-Quade, J.; Beyerer, J.; Broadnax, B.
2019. Automatisierungstechnik, 67 (5), 359–360. doi:10.1515/auto-2019-0044 

An Overview of Ellipsometric Measurements for Nonplanar Surfaces
Chen, C.-W.
2019. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 25–38, KIT Scientific Publishing  

Towards a Formal Model for Quantifying Trust in Distributed Usage Control Systems
Wagner, P. G.
2019. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, 113–131, KIT Scientific Publishing  

Towards a Privacy Compliant Research Interface for Multicenter Medical Data
Appenzeller, A.
2019. Proceedings of the 2019 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer; T. Zander, 1–13, KIT Scientific Publishing  

Context Aware 3D Image Processing and Acquisition : A Service-Oriented System in Scope of I4.0 Applications = Kontextbezogene Verarbeitung und Erfassung von 3D-Daten : Ein serviceorientiertes System im Rahmen von I4.0-Anwendungen
Bhatti, F.; Engel, G.; Engelsberger, M.; Ziebert, M.; Zeller, N.; Beyerer, J.; Greiner, T.; Heizmann, M.; Quint, F.
2019. atp Magazin, 61 (3), 76–86. doi:10.17560/atp.v61i3.2378 

Lernende Systeme in menschenfeindlichen Umgebungen - Künstliche Intelligenz zur Unterstützung und zum Schutz des Menschen
Beyerer, J.; Tchouchenkov, I.
2019. Betriebliche Prävention, 2019 (10), 378–384 

Zum Schutz des Menschen: Lernende Systeme in menschenfeindlichen Umgebungen
Beyerer, J.; Tchouchenkov, I.
2019. Sicherheitsingenieur, 2019 (12), 378–384 

Analysis of control flow graphs using graph convolutional neural networks
Philipp, P.; Georgi, R. X. M.; Beyerer, J.; Robert, S.
2019. 6th Intl. Conference on Soft Computing & Machine Intelligence : (ISCMI 2019) : November 19-20, 2019, Johannesburg, South Africa, 73–77, Institute of Electrical and Electronics Engineers (IEEE) 

CNN-based Image Denoising for Outdoor Active Stereo
Qu, C.; Moiseikin, M.; Voth, S.; Beyerer, J.
2019. Proceedings of the 16th International Conference on Machine Vision Applications : May 27-31, 2019, National Olympics Memorial Youth Center, Tokyo, Japan, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/MVA.2019.8757894 

Patch-based facial texture super-resolution by fitting 3D face models
Qu, C.; Monari, E.; Schuchert, T.; Beyerer, J.
2019. Machine vision and applications, 30 (4), 557–586 

General Fail-Safe Emergency Stopping for Highly-Automated Vehicles
Beyerer, J.
2019. Automatisiertes Fahren, Tagung, München, 21. – 22. November 2019 

Production quality control through a user-oriented and characteristic-based quality visualization model
Gewohn, M.; Usländer, T.; Beyerer, J.
2019. Procedia CIRP, 79, 511–516. doi:10.1016/j.procir.2019.02.105  

Design of an Example Network Protocol for Security Tests Targeting Industrial Automation Systems
Pfrang, S.; Giraud, M.; Borcherding, A.; Meier, D.; Beyerer, J.
2019. ICISSP 2019 : proceedings of the 5th International Conference on Information Systems Security and Privacy : Prague, Czech Republic, February 23-25, 2019, 727–738, SciTePress 

Automatic visual inspection based on trajectory data
Maier, G.; Murdter, N.; Gruna, R.; Langle, T.; Beyerer, J.
2019. OCM 2019 : 4th International Conference on Optical Characterization of Materials : March 13th - 14th, 2019 : Karlsruhe, Germany / edited by Jürgen Beyerer, Fernando Puente Léon, Thomas Längle, 87–97, KIT Scientific Publishing 

The Industrie 4.0 Asset Administration Shell as Information Source for Security Analysis
Patzer, F.; Volz, F.; Usländer, T.; Blöcher, I.; Beyerer, J.
2019. 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) : Paraninfo Building, University of Zaragoza, Zaragoza, Spain, 10-13 September, 2019 : proceedings, 420–427, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA.2019.8869059 

Retroreflex ellipsometry for isotropic substrates with nonplanar surfaces
Chen, C.-W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2019. Journal of vacuum science & technology / B, 38 (1), 014005. doi:10.1116/1.5121854 

An Interactive Framework for Cross-modal Attribute-based Person Retrieval
Specker, A.; Schumann, A.; Beyerer, J.
2019. 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2019, Taipei, Taiwan, 18-21 Sept. 2019, 8909832, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2019.8909832 

Cognitive Systems and Robotics : Intelligent data utilization for autonomous systems
Bauckhage, C.; Bauernhansl, T.; Beyerer, J.; Garcke, J.
2019. Digital Transformation. Ed.: R. Neugebauer, 231–251, Vieweg Verlag. doi:10.1007/978-3-662-58134-6_14 

UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms
Ringwald, T.; Sommer, L.; Schumann, A.; Beyerer, J.; Stiefelhagen, R.
2019. 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW, Long Beach, United States, 16th - 20th June 2019, 544–552, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW.2019.00080 

Game-theoretical model on the GDPR: Market for lemons?
Zander, T.; Steinbrück, A.; Birnstill, P.
2019. Journal of intellectual property, information technology and electronic commerce law, 10 (2), 200–208 

Drone-vs-bird detection challenge at IEEE AVSS2019
Coluccia, A.; Saqib, M.; Sharma, N.; Blumenstein, M.; Magoulianitis, V.; Ataloglou, D.; Dimou, A.; Zarpalas, D.; Daras, P.; Craye, C.; Ardjoune, S.; Fascista, A.; De La Iglesia, D.; Mendez, M.; Dosil, R.; Gonzalez, I.; Schumann, A.; Sommer, L.; Ghenescu, M.; Piatrik, T.; De Cubber, G.; Nalamati, M.; Kapoor, A.
2019. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 18-21 September 2019, Taipei, Taiwan, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2019.8909876 

Suggesting gaze-based selection for surveillance applications
Hild, J.; Peinsipp-Byma, E.; Voit, M.; Beyerer, J.
2019. 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 18-21 September 2019, Taipei, Taiwan, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2019.8909833 

ROBDEKON: Robotic Systems for Decontamination in Hazardous Environments
Petereit, J.; Beyerer, J.; Asfour, T.; Gentes, S.; Hein, B.; Hanebeck, U. D.; Kirchner, F.; Dillmann, R.; Gotting, H. H.; Weiser, M.; Gustmann, M.; Egloffstein, T.
2019. IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR 2019), Würzburg, September 2-4, 2019, 249–255, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SSRR.2019.8848969 

Application of DOE in confocal microscopy for surface measurement
Li, Z.; Taphanel, M.; Längle, T.; Beyerer, J.
2019. Photonics and Education in Measurement Science 2019. Ed.: M. Rosenberger, Art.-Nr.: 1114411, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2531610 

Simplified Stokes polarimeter based on division-of-amplitude
Negara, C.; Li, Z.; Längle, T.; Beyerer, J.
2019. Photonics and Education in Measurement Science 2019. Ed.: M. Rosenberger, Art.-Nr.: 111441B, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2532399 

Challenges of Using Trusted Computing for Collaborative Data Processing
Wagner, P. G.; Birnstill, P.; Beyerer, J.
2019. Security and Trust Management – 15th International Workshop, STM 2019, Luxembourg City, Luxembourg, September 26–27, 2019, Proceedings. Ed.: S. Mauw, 107–123, Springer. doi:10.1007/978-3-030-31511-5_7 

Gaussian process based dynamic facial emotion tracking
Dunau, P.; Huber, M. F.; Beyerer, J.
2019. 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019; Howards Plaza HotelTaipei; Taiwan; 6 May 2019 through 9 May 2019, 248–253, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICPHYS.2019.8780338 

Detecting illegal diving and other suspicious activities in the North Sea: Tale of a successful trial
Anneken, M.; De Rosa, F.; Kroker, A.; Jousselme, A.-L.; Robert, S.; Beyerer, J.
2019. Proceedings of the International Radar Symposium, Ulm, June 26-28, 2019. Ed.: P. Knott, Article No.8768132, IEEE Computer Society. doi:10.23919/IRS.2019.8768132 

A Behaviour Model as Extension for the Object-Oriented World Model
Anneken, M.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 101–116, KIT Scientific Publishing  

Simulation-Based Evaluation of Wavelet Coefficients for Robust Analysis of Near Infrared Spectra
Krause, J.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 89–99, KIT Scientific Publishing  

A Game-Theoretic Framework for Safety and Security
Zander, T.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 67–76, KIT Scientific Publishing  

Industrial Network Topology Analysis with Episode Mining
Meshram, A.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 47–53, KIT Scientific Publishing  

Application of diffractive optical elements in confocal microscopy
Li, Z.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 25–46, KIT Scientific Publishing  

Image-based Anomaly Detection within Crowds
Golda, T.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 11–24, KIT Scientific Publishing  

An Overview of Return-Path Ellipsometry
Chen, C.-W.
2019. Proceedings of the 2018 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, M. Taphanel, 1–10, KIT Scientific Publishing  

Spieltheoretische Modellierung der Verarbeitung personenbezogener Daten
Zander, T.; Steinbrück, A.; Birnstill, P.
2019. Datenschutz und Datensicherheit, 43 (5), 270–275. doi:10.1007/s11623-019-1106-6 

Automated security testing for web applications on industrial automation and control systems
Pfrang, S.; Borcherding, A.; Meier, D.; Beyerer, J.
2019. Automatisierungstechnik, 67 (5), 383–401. doi:10.1515/auto-2019-0021 

Automated incident response for industrial control systems leveraging software-defined networking
Patzer, F.; Meshram, A.; Heß, M.
2019. 5th International Conference on Information Systems Security and Privacy, ICISSP 2019; Prague; Czech Republic; 23 February 2019 through 25 February 2019, 319–327, SciTePress 

Uncertainty quantification of nonlinear distributed parameter systems using generalized polynomial chaos
Janya-Anurak, C.; Bernard, T.; Beyerer, J.
2019. Automatisierungstechnik, 67 (4), 283–303. doi:10.1515/auto-2017-0116 

Comparison of angle and size features with deep learning for emotion recognition
Dunau, P.; Huber, M. F.; Beyerer, J.
2019. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings. Ed.: R. Vera-Rodriguez, 602–610, Springer. doi:10.1007/978-3-030-13469-3_70 

Field Deployment Experience of Low-Cost Smart City Air Pollution Monitoring Network
Lau, S.-Y.; Chen, Y.-T.; Chen, C.-P.; Wang, Y.-B.; Chang, S.-C.; Lin, L.-C.; Pao, C.-M.
2019. Mid-term and 1st International Networking Workshop of the SmartAQnet Project : December 4th and 5th 2018, Munich. Ed.: M. Budde, 16, Karlsruher Institut für Technologie (KIT)  

VisDrone-DET2018: The vision meets drone object detection in image challenge results
Zhu, P.; Wen, L.; Du, D.; Bian, X.; Ling, H.; Hu, Q.; Nie, Q.; Cheng, H.; Liu, C.; Liu, X.; Ma, W.; Wu, H.; Wang, L.; Schumann, A.; Brown, C.; Qian, C.; Li, C.; Li, D.; Michail, E.; Zhang, F.; Ni, F.; Zhu, F.; Wang, G.; Zhang, H.; Deng, H.; Liu, H.; Wang, H.; Qiu, H.; Qi, H.; Shi, H.; Li, H.; Xu, H.; Lin, H.; Kompatsiaris, I.; Cheng, J.; Wang, J.; Yang, J.; Zhou, J.; Zhao, J.; Joseph, K. J.; Duan, K.; Suresh, K.; Ke, B.; Wang, K.; Avgerinakis, K.; Sommer, L.; Zhang, L.; Yang, L.; Cheng, L.; Ma, L.; Lu, L.; Ding, L.; Huang, M.; Vedurupaka, N. K.; Mamgain, N.; Bansal, N.; Acatay, O.; Giannakeris, P.; Wang, Q.; Zhao, Q.; Huang, Q.; Liu, Q.; Cheng, Q.; Sun, Q.; Laganière, R.; Jiang, S.; Wang, S.; Wei, S.; Wang, S.; Vrochidis, S.; Wang, S.; Lee, T.; Sajid, U.; Balasubramanian, V. N.; Li, W.; Zhang, W.; Wu, W.; Ma, W.; He, W.; Yang, W.; Chen, X.; Sun, X.; Luo, X.; Lian, X.; Li, X.; Kuai, Y.; Li, Y.; Luo, Y.; Zhang, Y.; Liu, Y.; Li, Y.; Wang, Y.; Wang, Y.; Wu, Y.; Fan, Y.; Wei, Y.; Zhang, Y.; Wang, Z.; Wang, Z.; Xia, Z.; Cui, Z.; He, Z.; Deng, Z.; Guo, Z.; Song, Z.
2019. 15th European Conference on Computer Vision, ECCV 2018; Munich; Germany; 8 September 2018 through 14 September 2018. Ed.: L. Leal-Taixe, 437–468, Springer. doi:10.1007/978-3-030-11021-5_27 

VisDrone-VDT2018: The vision meets drone video detection and tracking challenge results
Zhu, P.; Wen, L.; Du, D.; Bian, X.; Ling, H.; Hu, Q.; Wu, H.; Nie, Q.; Cheng, H.; Liu, C.; Liu, X.; Ma, W.; Wang, L.; Schumann, A.; Wang, D.; Ortego, D.; Luna, E.; Michail, E.; Bochinski, E.; Ni, F.; Bunyak, F.; Zhang, G.; Seetharaman, G.; Li, G.; Yu, H.; Kompatsiaris, I.; Zhao, J.; Gao, J.; Martínez, J. M.; San Miguel, J. C.; Palaniappan, K.; Avgerinakis, K.; Sommer, L.; Lauer, M.; Liu, M.; Al-Shakarji, N. M.; Acatay, O.; Giannakeris, P.; Zhao, Q.; Ma, Q.; Huang, Q.; Vrochidis, S.; Sikora, T.; Senst, T.; Song, W.; Tian, W.; Zhang, W.; Zhao, Y.; Bai, Y.; Wu, Y.; Wang, Y.; Li, Y.; Pi, Z.; Ma, Z.
2019. 15th European Conference on Computer Vision, ECCV 2018; Munich; Germany; 8 September 2018 through 14 September 2018, 496–518, Springer. doi:10.1007/978-3-030-11021-5_29 

Preface
Beyerer, J.; Puente Léon, F.; Längle, T.
2019. OCM 2019 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; F. Puente León, T. Längle, i-ii, KIT Scientific Publishing. doi:10.5445/IR/1000092320  

Determination of tomato quality attributes using portable NIR-sensors
Goisser, S.; Krause, J.; Fernandes, M.; Mempel, H.
2019. OCM 2019 - Optical Characterization of Materials : Conference Proceedings. Ed.: J. Beyerer; F. Puente León, T. Längle, 1–12, KIT Scientific Publishing. doi:10.5445/IR/1000092314  

Reduced feature set for emotion recognition based on angle and size information
Dunau, P.; Bonny, M.; Huber, M. F.; Beyerer, J.
2019. 15th International Conference on Intelligent Autonomous Systems, IAS 2018; Baden-Baden; Germany; 11 June 2018 through 15 June 2018. Ed.: R. Dillmann, 585–596, Springer. doi:10.1007/978-3-030-01370-7_46 

Towards computer-aided security life cycle management for critical industrial control systems
Patzer, F.; Meshram, A.; Birnstill, P.; Haas, C.; Beyerer, J.
2019. 13th International Conference on Critical Information Infrastructures Security, CRITIS 2018; Kaunas; Lithuania; 24 September 2018 through 26 September 2018. Ed.: E. Luiijf, 45–56, Springer. doi:10.1007/978-3-030-05849-4_4 

Potential of UV and SWIR hyperspectral imaging for determination of levels of phenolic flavour compounds in peated barley malt
Tschannerl, J.; Ren, J.; Jack, F.; Krause, J.; Zhao, H.; Huang, W.; Marshall, S.
2019. Food chemistry, 270, 105–112. doi:10.1016/j.foodchem.2018.07.089 

Attribute-based Person Retrieval and Search in Video Sequences
Schumann, A.; Specker, A.; Beyerer, J.
2018. 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2018.8639114 

CNN-based thermal infrared person detection by domain adaptation
Beyerer, J.; Ruf, M.; Herrmann, C.
2018. Autonomous Systems : Sensors, Vehicles, Security and the Internet of Everything, Orlando, FL, April 15-19, 2018. Ed.: M.C. Dudzik, Article No. 1064308, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2304400 

Distant pulse oximetry based on skin region extraction and multi-spectral measurement
Herrmann, C.; Metzler, J.; Willersinn, D.; Beyerer, J.
2018. Medical Imaging 2018 : Image-Guided Procedures, Robotic Interventions, and Modeling, Houston, TX, February 10–15, 2018. Ed.: B. Fei, Article No. 105762O, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2293623 

Motion-based material characterization in sensor-based sorting
Maier, G.; Pfaff, F.; Becker, F.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Beyerer, J.
2018. Technisches Messen, 85 (3), 202–210. doi:10.1515/teme-2017-0063  

Interactive Decision Support: A Framework to Improve Diagnostic Processes of Cancerous Diseases Using Bayesian Networks
Philipp, P.; Robert, S.; Beyerer, J.
2018. Proceedings of the 8th IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2018), Boston, MA, June 11-14, 2018. Ed.: O.E. Gundersen, 15–21, IEEE Computer Society. doi:10.1109/COGSIMA.2018.8423989 

Modeling of Clinical Practice Guidelines for an Interactive Decision Support Using Ontologies
Philipp, P.; Bommersheim, M.; Robert, S.; Hempel, D.; Beyerer, J.
2018. HIMS ’18 : proceedings of the 2018 International Conference on Health Informatics & Medical Systems : publication of the 2018 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE ’18), July 30-August 02, 2018, Las Vegas, Nevada, USA. Ed: H. R. Arabnia, 83–89, CSREA Press 

Application of Area-Scan Sensors in Sensor-Based Sorting
Maier, G.; Pfaff, F.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Beyerer, J.
2018. 8th Sensor-Based Sorting & Control, SBSC 2018 : Aachen, 6-7 March 2018. Ed.: T. Pretz, 73–82, Shaker Verlag  

Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery
Acatay, O.; Sommer, L.; Schumann, A.; Beyerer, J.
2018. 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2018.8639127 

Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval
Schumann, A.; Sommer, L.; Vogler, M.; Beyerer, J.
2018. 2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE) 

Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data
Sommer, L.; Acatay, O.; Schumann, A.; Beyerer, J.
2018. 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–6, Institute of Electrical and Electronics Engineers (IEEE) 

A systematic evaluation of recent deep learning architectures for fine-grained vehicle classification
Valev, K.; Schumann, A.; Sommer, L.; Beyerer, J.
2018. Pattern Recognition and Tracking XXIX : 18-19 April 2018, Orlando, Florida, United States. Ed.: Mohammad S. Alam, Art.Nr.: 1064902, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2305062 

Semantic labeling based vehicle detection in aerial imagery
Nie, K.; Sommer, L.; Schumann, A.; Beyerer, J.
2018. 2018 IEEE Winter Conference on Applications of Computer Vision - WACV 2018: 12-15 March 2018, Lake Tahoe, Nevada / general chairs: Gérard Medioni, Anthony Hoogs, Scott McCloskey, 626–634, Institute of Electrical and Electronics Engineers (IEEE) 

Multi feature deconvolutional faster r-cnn for precise vehicle detection in aerial imagery
Sommer, L.; Schumann, A.; Schuchert, T.; Beyerer, J.
2018. 2018 IEEE Winter Conference on Applications of Computer Vision - WACV 2018 : proceedings : 12-15 March 2017, Lake Tahoe, Nevada, 635–642, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2018.00075 

Application and Evaluation of Meta-Model Assisted Optimisation Strategies for Gripper-Assisted Fabric Draping in Composite Manufacturing
Zimmerling, C.; Pfrommer, J.; Liu, J.; Beyerer, J.; Henning, F.; Kärger, L.
2018. 18th European Conference on Composite Materials (ECCM 2018), Athen, GR, June 24-28, 2018  

Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery
Sommer, L.; Schmidt, N.; Schumann, A.; Beyerer, J.
2018. 2018 IEEE International Conference on Image Processing: Proceedings, 3054–3058, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP.2018.8451189 

Identity Management and Protection Motivated by the General Data Protection Regulation of the European Union-A Conceptual Framework Based on State-of-the-Art Software Technologies
Birnstill, P.; Krempel, E.; Wagner, P. G.; Beyerer, J.
2018. Technologies, 6 (4), 115/1–14. doi:10.3390/technologies6040115  

Building Blocks for Identity Management and Protection for Smart Environments and Interactive Assistance Systems
Birnstill, P.; Beyerer, J.
2018. Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, (PETRA), Corfu, Greece, June 26-29, 2018, 292–296, Association for Computing Machinery (ACM). doi:10.1145/3197768.3201563 

Distributed Usage Control Enforcement through Trusted Platform Modules and SGX Enclaves
Wagner, P. G.; Birnstill, P.; Beyerer, J.
2018. Proceedings of the 23nd ACM on Symposium on Access Control Models and Technologies, SACMAT 2018, Indianapolis, IN, USA, June 13-15, 2018, 85–91, Association for Computing Machinery (ACM). doi:10.1145/3205977.3205990 

The EU General Data Protection Regulation and its Effects on Designing Assistive Environments
Krempel, E.; Beyerer, J.
2018. Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, PETRA 2018, Corfu, Greece, June 26-29, 2018, 327–330, Association for Computing Machinery (ACM). doi:10.1145/3197768.3201567 

Body Pose and Context Information for Driver Secondary Task Detection
Martin, M.; Popp, J.; Anneken, M.; Voit, M.; Stiefelhagen, R.
2018. 2018 IEEE Intelligent Vehicles Symposium, IV 2018; Changshu, Suzhou; China; 26 September 2018 through 30 September 2018, 2015–2021, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IVS.2018.8500523 

Sensor-realistic simulation of images in diffraction-limited imaging systems
Mohammadikaji, M.; Bergmann, S.; Burke, J.; Beyerer, J.; Dachsbacher, C.
2018. Technisches Messen, 85 (s1), S95-S102. doi:10.1515/teme-2018-0022 

Numerical modelling of an optical belt sorter using a DEM–CFD approach coupled with particle tracking and comparison with experiments
Pieper, C.; Pfaff, F.; Maier, G.; Kruggel-Emden, H.; Wirtz, S.; Noack, B.; Gruna, R.; Scherer, V.; Hanebeck, U. D.; Längle, T.; Beyerer, J.
2018. Powder technology, 340, 181–193. doi:10.1016/j.powtec.2018.09.003 

SNR-optimized image fusion for transparent object inspection
Meyer, J.; Melchert, W.; Hartrumpf, M.; Längle, T.; Beyerer, J.
2018. Unconventional Optical Imaging 2018; Strasbourg; France; 22 April 2018 through 26 April 2018, Art. Nr.: 106770A, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2307392 

Inspection Planning for Optimized Coverage of Geometrically Complex Surfaces
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Worn, H.
2018. 2018 Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2018; Brescia; Italy; 16 April 2018 through 18 April 2018, 52–57, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/METROI4.2018.8428313 

Deep Learning based Vehicle Detection in Aerial Imagery
Sommer, L.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 83–97, KIT Scientific Publishing. doi:10.5445/IR/1000085982  

Phase Detection in Medical Context: Overview and Outlook
Philipp, P.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 63–81, KIT Scientific Publishing. doi:10.5445/IR/1000085981  

Deterministic Industrial Network Communication: Fundamentals
Meshram, A.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 45–61, KIT Scientific Publishing. doi:10.5445/IR/1000085980  

Wavelet Based Feature Extraction in Near Infrared Spectra for Compositional Analysis of Food
Krause, J.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 15–29, KIT Scientific Publishing. doi:10.5445/IR/1000085975  

Evaluating User Interfaces Supporting Change Detection in Aerial Images and Aerial Image Sequences
Hild, J.; Saur, G.; Petersen, P.; Voit, M.; Peinsipp-Byma, E.; Beyerer, J.
2018. 20th International Conference on Human Interface and the Management of Information, HIMI 2018 Held as Part of HCI International 2018; Las Vegas; United States; 15 July 2018 through 20 July 2018, 383–402, Springer. doi:10.1007/978-3-319-92046-7_33 

A pilot study on gaze-based control of a virtual camera using 360°-Video Data
Hild, J.; Klaus, E.; Hammer, J.-H.; Martin, M.; Voit, M.; Peinsipp-Byma, E.; Beyerer, J.
2018. 15th International Conference on Engineering Psychology and Cognitive Ergonomics, EPCE 2018 Held as Part of HCI International 2018; Las Vegas; United States; 15 July 2018 through 20 July 2018. Ed.: D. Harris, 419–428, Springer. doi:10.1007/978-3-319-91122-9_34 

Optimisation of manufacturing process parameters using deep neural networks as surrogate models
Pfrommer, J.; Zimmerling, C.; Liu, J.; Kärger, L.; Henning, F.; Beyerer, J.
2018. 51st CIRP Conference on Manufacturing Systems, CIRP CMS 2018; Stockholm Waterfront Congress CentreStockholm; Sweden; 16 May 2018 through 18 May 2018. Ed.: T. Kjellberg, 426–431, Elsevier. doi:10.1016/j.procir.2018.03.046  

Predicting observer’s task from eye movement patterns during motion image analysis
Hild, J.; Kühnle, C.; Voit, M.; Beyerer, J.
2018. 10th ACM Symposium on Eye Tracking Research and Applications, ETRA 2018; Warsaw; Poland; 14 June 2018 through 17 June 2018. Ed.: S.N. Spencer, Art.Nr. a58, Association for Computing Machinery (ACM). doi:10.1145/3204493.3204575 

Systematic evaluation of deep learning based detection frameworks for aerial imagery
Sommer, L.; Steinmann, L.; Schumann, A.; Beyerer, J.
2018. Automatic Target Recognition XXVIII : 16-17 April 2018, Orlando, Florida, United States. Ed.: F. A. Sadjadi, 1064803, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2304768 

Towards large-scale image retrieval with a disk-only index
Manger, D.; Willersinn, D.; Beyerer, J.
2018. 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018; Funchal, Madeira; Portugal; 27 January 2018 through 29 January 2018. Ed.: J. Braz, 367–372, SciTePress 

Open set logo detection and retrieval
Tüzko, A.; Herrmann, C.; Manger, D.; Beyerer, J.
2018. 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018; Funchal, Madeira; Portugal; 27 January 2018 through 29 January 2018. Ed.: J. Braz, 284–292, SciTePress 

Towards light transport matrix processing for transparent object inspection
Meyer, J.; Längle, T.; Beyerer, J.
2018. Proceedings of the Computing Conference 2017, London, UK, 18th - 20th July 2017, 244–248, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SAI.2017.8252110 

Unconstrained Face Detection and Open-Set Face Recognition Challenge
Günther, M.; Hu, P.; Herrmann, C.; Chan, C. H.; Jiang, M.; Yang, S.; Dhamija, A. R.; Ramanan, D.; Beyerer, J.; Kittler, J.; Jazaery, M. A.; Nouyed, M. I.; Guo, G.; Stankiewicz, C.; Boult, T. E.
2018. Proceedings of the IEEE International Joint Conference on Biometrics, IJCB 2017, Denver, Colorado, 1st - 4th October 2017, 697–706, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/BTAS.2017.8272759 

A versatile hardware and software toolset for computer aided inspection planning of machine vision applications
Irgenfried, S.; Wörn, H.; Bergmann, S.; Mohammadikajii, M.; Beyerer, J.; Dachsbacher, C.
2018. 38th International Conference on Information Systems Architecture and Technology, ISAT 2017; Szklarska Poreba; Poland; 17 September 2017 through 19 September 2017. Ed.: L. Borzemski, 326–335, Springer. doi:10.1007/978-3-319-67220-5_30 

Towards the modelling of complex communication networks in AutomationML
Patzer, F.; Sarkar, A.; Birnstill, P.; Schleipen, M.; Beyerer, J.
2017. 2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Limassol, Cyprus, 12-15 Sept. 2017, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA.2017.8247571 

Moving object detection in top-view aerial videos improved by image stacking
Teutsch, M.; Krüger, W.; Beyerer, J.
2017. Optical engineering, 56 (8), Art. Nr.: 083102. doi:10.1117/1.OE.56.8.083102 

Zum 80sten Geburtstag von Prof. Dr. rer. nat. Hartwig Steusloff [On the 80th Birthday of Prof. Dr. rer. nat. Hartwig Steusloff]
Beyerer, J.; Bonn, G.
2017. Automatisierungstechnik, 65 (7), 524–525. doi:10.1515/auto-2017-0063 

Vorrichtung und Verfahren zur Bestimmung eines Zustands eines Arbeitsablauf [Patent]
Philipp, P.; Fischer, Y.
2017 

Towards a surgical phase detection using Markov Logic Networks
Philipp, P.; Bleier, J.; Fischer, Y.; Beyerer, J.
2017. CAOS 2017, 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery. Papers. Online resource : June 14-17, 2017, Aachen, Germany 2017. Ed.: K. Radermacher, 288–294 

Auf dem Weg zu datenschutzfreundlichen Dashcams
Wagner, P. G.; Birnstill, P.; Krempel, E.; Bretthauer, S.
2017. Datenschutz und Datensicherheit, 41 (3), 159–164 

Auf dem Weg zu datenschutzfreundlichen Dashcams - Technische Maßnahmen zur Erhögung des Datenschutzes
Bretthauer, S.; Wagner, P. G.; Birnstill, P.; Krempel, E.
2017. Datenschutz und Datensicherheit, 41 (3), 159–164 

Improving material characterization in sensor-based sorting by utilizing motion information
Maier, G.; Pfaff, F.; Becker, F.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Längle, T.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Beyerer, J.
2017. OCM 2017 - Optical Characterization of Materials - conference proceedings. Hrsg.: J. Beyerer; F. Puente León; T. Längle, 109–119, KIT Scientific Publishing. doi:10.5445/IR/1000082558  

Improving multitarget tracking using orientation estimates for sorting bulk materials
Pfaff, F.; Kurz, G.; Pieper, C.; Maier, G.; Noack, B.; Kruggel-Emden, H.; Gruna, R.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Langle, T.; Beyerer, J.
2017. Proceedings of the International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2017, Daegu, South Korea, 16th - 18th November 2017, 553–558, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MFI.2017.8170379  

Numerical modelling of the separation of complex shaped particles in an optical belt sorter using a dem-cfd approach and comparison with experiments
Pieper, C.; Wirtz, S.; Scherer, V.; Maier, G.; Gruna, R.; Langle, T.; Beyerer, J.; Pfaff, F.; Noack, B.; Hanebeck, U. D.; Kruggel-Emden, H.
2017. 5th International Conference on Particle-Based Methods - Fundamentals and Applications, PARTICLES 2017, Hannover, Germany, 26th - 28th September 2017, 373–384, International Centre for Numerical Methods in Engineering (CIMNE)  

Drone-vs-Bird detection challenge at IEEE AVSS2017
Coluccia, A.; Ghenescu, M.; Piatrik, T.; Cubber, G. D.; Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, T.; Beyerer, J.; Farhadi, M.; Amandi, R.; Aker, C.; Kalkan, S.; Saqib, M.; Daud, S.; Makkah, K.; Blumenstein, M.
2017. 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29th August - 1st September 2017, Art.Nr. 8078464, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2017.8078464 

Semantic labeling for improved vehicle detection in aerial imagery
Sommer, L.; Nie, K.; Schumann, A.; Schuchert, T.; Beyerer, J.
2017. Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29th August - 1st September 2017, Art.Nr. 8078510, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2017.8078510 

Flying object detection for automatic UAV recognition
Sommer, L.; Schumann, A.; Müller, T.; Schuchert, T.; Beyerer, J.
2017. Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29th August - 1st September 2017, Art.Nr. 8078557, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2017.8078557 

Deep cross-domain flying object classification for robust UAV detection
Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, T.; Beyerer, J.
2017. Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Lecce, Italy, 29th August - 1st September 2017, Art.Nr. 8078558, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2017.8078558 

A Non-Invasive Cyberrisk in Cooperative Driving
Bapp, F.; Becker, J.; Beyerer, J.; Doll, J.; Filsinger, M.; Frese, C.; Hubschneider, C.; Lauber, A.; Müller-Quade, J.; Pauli, M.; Roschani, M.; Salscheider, O.; Rosenhahn, B.; Ruf, M.; Stiller, C.; Willersinn, D.; Ziehn, J. R.
2017. TÜV-Tagung Fahrerassistenz, 2017, München, 8 S 

Privacy dashcam – Towards lawful use of dashcams through enforcement of external anonymization
Wagner, P. G.; Birnstill, P.; Krempel, E.; Bretthauer, S.; Beyerer, J.
2017. Data Privacy Management, Cryptocurrencies and Blockchain Technology : ESORICS 2017 International Workshops, DPM 2017 and CBT 2017, Oslo, Norway, 14th - 15th September 2017. Ed.: J. Garcia-Alfaro, 183–201, Springer. doi:10.1007/978-3-319-67816-0_11 

Image formation simulation for computer-aided inspection planning of machine vision systems
Irgenfried, S.; Bergmann, S.; Mohammadikaji, M.; Beyerer, J.; Dachsbacher, C.; Wörn, H.
2017. Automated Visual Inspection and Machine Vision II - SPIE Optical Metrology, Munich, Germany, 25 - 29 June 2017. Ed.: J. Beyerer, 1033406, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2269166 

Deep learning based multi-category object detection in aerial images
Sommer, L. W.; Schuchert, T.; Beyerer, J.
2017. Automatic Target Recognition XXVII 2017, Anaheim, United States, 10th - 11th April 2017, Art. Nr. 1020209, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2262083 

Generating Object Proposals for Vehicle Detection in Aerial Images : Technical Report IES-2016-08
Sommer, L.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 109–122, KIT Scientific Publishing 

Anomaly Detection in Industrial Networks : An Introduction : Technical Report IES-2016-05
Meshram, A.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 59–70, KIT Scientific Publishing 

Anomaly detection using the Nash equilibrium in a multi-agent system : Technical Report IES-2016-03
Anneken, M.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 31–41, KIT Scientific Publishing 

Combining YAWL and DBNs for Surgical Phase Detection : Technical Report IES-2016-01
Philipp, P.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 1–15, KIT Scientific Publishing 

Compressive shape from focus based on a linear measurement model = Komprimierte Tiefenmessung mit variablem Fokus auf Basis eines linearen Messmodells
Luo, D.; Längle, T.; Beyerer, J.
2017. Technisches Messen, 84 (7-8), 452–459. doi:10.1515/teme-2017-0007 

Gaussian mixture trees for one class classification in automated visual inspection
Richter, M.; Längle, T.; Beyerer, J.
2017. ICIAR 2017 : Image Analysis and Recognition : Proceedings of the 14th International Conference, Montreal, Canada, 5th - 7th July 2017. Ed.: F. Karray, 341–351, Springer. doi:10.1007/978-3-319-59876-5_38 

Pilot study on real-time motion detection in UAS video data by human observer and image exploitation algorithm
Hild, J.; Krüger, W.; Brüstle, S.; Trantelle, P.; Unmüßig, G.; Voit, M.; Heinze, N.; Peinsipp-Byma, E.; Beyerer, J.
2017. Geospatial Informatics, Fusion, and Motion Video Analytics VII 2017, Anaheim, United States, 9th April 2017, Art.Nr.: 1019903, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2262477 

A semantic framework for sequential decision making for journal of web engineering
Philipp, P.; Maleshkova, M.; Rettinger, A.; Katic, D.
2017. Journal of Web Engineering, 16 (5-6), 471–504 

Expert-based probabilistic modeling of workflows in context of surgical interventions
Philipp, P.; Beyerer, J.; Fischer, Y.
2017. 2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), Savannah, Georgia, USA, 27-31 March 2017, Art. Nr. 7929589, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/COGSIMA.2017.7929589 

Real-time motion prediction using the chromatic offset of line scan cameras
Pfaff, F.; Maier, G.; Aristov, M.; Noack, B.; Gruna, R.; Hanebeck, U. D.; Längle, T.; Beyerer, J.; Pieper, C.; Kruggel-Emden, H.; Wirtz, S.; Scherer, V.
2017. Automatisierungstechnik, 65 (6), 369–380. doi:10.1515/auto-2017-0009 

CAD-basierter Workflow für den semi-automatischen Entwurf optischer Inspektionssysteme [CAD based workflow for semi-automatic design of optical inspection systems]
Irgenfried, S.; Wörn, H.; Bergmann, S.; Mohammadikaji, M.; Beyerer, J.; Dachsbacher, C.
2017. Automatisierungstechnik, 65 (6), 426–439. doi:10.1515/auto-2017-0044 

Anomaly Detection in Industrial Networks using Machine Learning : A Roadmap
Meshram, A.; Haas, C.
2017. Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2016. Ed.: J. Beyerer, 65–72, Springer-Verlag. doi:10.1007/978-3-662-53806-7_8 

A Privacy-Aware Fall Detection System for Hospitals and Nursing Facilities
Krempel, E.; Birnstill, P.; Beyerer, J.
2017. European Journal for Security Research. doi:10.1007/s41125-017-0016-6 

Residual vs. Inception vs. classical networks for low-resolution face recognition
Herrmann, C.; Willersinn, D.; Beyerer, J.
2017. Image Analysis : Proceedings of the 20th Scandinavian Conference, SCIA 2017, Part II, Tromso, Norway, 12th - 14th June 2017, 377–388, Springer. doi:10.1007/978-3-319-59129-2_32 

General Cramér-von Mises, a Helpful Ally for Transparent Object Inspection Using Deflection Maps?
Meyer, J.; Längle, T.; Beyerer, J.
2017. Image Analysis : Proceedings of the 20th Scandinavian Conference (SCIA 2017) Part I, Tromso, Norway, 12-14 June 2017. Ed.: P. Sharma, 526–537, Springer. doi:10.1007/978-3-319-59126-1_44 

Fast deep vehicle detection in aerial images
Sommer, L. W.; Schuchert, T.; Beyerer, J.
2017. 17th IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, United States, 24. - 31. March, 2017, 311–319, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2017.41 

Probabilistic surface inference for industrial inspection planning
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Wörn, H.
2017. 17th IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, United States, 24. - 31. March, 2017, 1008–1016, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2017.117 

Robust 3D Patch-Based Face Hallucination
Qu, C.; Herrmann, C.; Monari, E.; Schuchert, T.; Beyerer, J.
2017. WACV : Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, Santa Rosa, USA, 24-31 March 2017, 1105–1114, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2017.128 

Knowing when you don’t: Bag of visual words with reject option for automatic visual inspection of bulk materials
Richter, M.; Langle, T.; Beyerer, J.
2017. 23rd International Conference on Pattern Recognition, ICPR 2016, Cancun, Mexico, 4th - 8th December 2016, 3079–3084, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICPR.2016.7900107 

Physically based computer graphics for realistic image formation to simulate optical measurement systems
Retzlaff, M.-G.; Hanika, J.; Beyerer, J.; Dachsbacher, C.
2017. Journal of sensors and sensor systems, 6 (1), 171–184. doi:10.5194/jsss-6-171-2017  

A comprehensive study on object proposals methods for vehicle detection in aerial images
Sommer, L. W.; Schuchert, T.; Beyerer, J.
2017. 9th IAPR Workshop on Pattern Recogniton in Remote Sensing, PRRS 2016; Cancun; Mexico; 4 December 2016 through, Art.Nr.: 7867018, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PRRS.2016.7867018 

Programmable light source based on an echellogram of a supercontinuum laser
Luo, D.; Taphanel, M.; Längle, T.; Beyerer, J.
2017. Applied optics, 56 (8), 2359–2367. doi:10.1364/AO.56.002359 

Lightweight, non-invasive collection of steering wheel angles and pedal positions
Ruf, M.; Ziehn, J. R.; German, L.; Rosenhahn, B.; Willersinn, D.; Beyerer, J.; Gotzig, H.
2017. Proceedings of the 2016 International Conference on Instrumentation, Control and Automation, Bandung, West Java, RI, August 29-31, 2016, 189–196, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICA.2016.7811499 

Numerical investigation of optical sorting using the discrete element method
Pieper, C.; Kruggel-Emden, H.; Wirtz, S.; Scherer, V.; Pfaff, F.; Noack, B.; Hanebeck, U. D.; Maier, G.; Gruna, R.; Längle, T.; Beyerer, J.
2017. 7th International Conference on Discrete Element Methods, DEM7 2016, Dalian, China, 2016, 1 - 4 August, 1105–1113, Springer. doi:10.1007/978-981-10-1926-5_115 

Decision Support in Context of a Standard-based Usability Evaluation
Philipp, P.; Eck, R.; Peinsipp-Byma, E.
2016. 2015 Annual Global Online Conference on Information and Computer Technology (GOCICT), Louisville, KY, USA, 4-6 Nov. 2015, 36–40, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/GOCICT.2015.16 

Dark silicon management: an integrated and coordinated cross-layer approach
Pagani, S.; Bauer, L.; Chen, Q.; Glocker, E.; Hannig, F.; Herkersdorf, A.; Khdr, H.; Pathania, A.; Schlichtmann, U.; Schmitt-Landsiedel, D.; Sagi, M.; Sousa, É.; Wagner, P.; Wenzel, V.; Wild, T.; Henkel, J.
2016. Information technology, 58 (6), 297–307. doi:10.1515/itit-2016-0028 

Situation Detection for an Interactive Assistance in Surgical Interventions Based on Random Forests
Schreiter, L.; Philipp, P.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Beyerer, J.; Wörn, H.
2016. International journal of computer assisted radiology and surgery, 11 (Supplement 1), 115–116 

Situation Detection for an Interactive Assistance in Surgical Interventions Based on Dynamic Bayesian Networks
Philipp, P.; Schreiter, L.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Wörn, H.; Beyerer, J.
2016. Proceedings of the 6th Joint Workshop On New Technologies for Computer/Robot Assisted Surgery, CRAS 2016, Pisa, Italy, 12th - 14th September 2016 

Performance Characterization in Automated Optical Inspection using CAD Models and Graphical Simulations
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Wörn, H.
2016. XXX. Messtechnisches Symposium, Hannover, 15. - 16. September 2016, 141–150, Oldenbourg Verlag. doi:10.1515/9783110494297-019 

A Framework for a Uniform Quantitative Description of Risk with Respect to Safety and Security
Beyerer, J.; Geisler, J.
2016. European Journal for Security Research, 1 (2), 135–150. doi:10.1007/s41125-016-0008-y 

Automatische Sichtprüfung-Grundlagen, Methoden und Praxis der Bildgewinnung und Bildauswertung
Beyerer, J.; Puente León, F.; Frese, C.
2016. Springer-Verlag. doi:10.1007/978-3-662-47786-1 

Machine vision: Automated visual inspection: Theory, practice and applications
Beyerer, J.; Puente León, F.; Frese, C.
2016. Springer-Verlag. doi:10.1007/978-3-662-47794-6 

Ortsaufgelöste optische Bestimmung von Materialanteilen in Mischungen
Bauer, S.; Krippner, W.; Luo, D.; Taphanel, M.; Abdo, M.; Badilita, V.; Längle, T.; Beyerer, J.; Korvink, J.; Puente León, F.
2016. XXX. Messtechnisches Symposium, Hannover, 15. – 16. September 2016, Hrsg.: S. Zimmermann, 69–76, Oldenbourg Verlag 

A Phenomenological Approach to Integrating Gaussian Beam Properties and Speckle into a Physically-Based Renderer
Bergmann, S.; Mohammadikaji, M.; Irgenfried, S.; Wörn, H.; Beyerer, J.; Dachsbacher, C.
2016. VMV 2016 : 21th International Symposium on Vision, Modeling and Visualization, Bayreuth, Germany, 10-12 October 2016. Ed.: M. Hullin, 179–186, Eurographics Association. doi:10.2312/vmv.20161357 

Privacy-Dashcam - Datenschutzfreundliche Dashcams durch Erzwingen externer Anonymisierung
Wagner, P.; Birnstill, P.; Krempel, E.; Bretthauer, S.; Beyerer, J.
2016. Informatik 2016 - Tagung vom 26.-30. September 2016 in Klagenfurt. Hrsg.: H. C. Mayr, 427–440, Gesellschaft für Informatik (GI) 

Generic Semantics Specification and Processing for Inter-System Information Flow Tracking
Birnstill, P.; Bier, C.; Wagner, P.; Beyerer, J.
2016. SAM 2016 : proceedings of the 2016 International Conference on Security & Management : WORLDCOMP ’16, July 25-28, 2016, Las Vegas, Nevada, USA. Ed.: Kevin Daimi, 185–191, CSREA Press 

PrivacyInsight: The Next Generation Privacy Dashboard
Bier, C.; Beyerer, J.; Kühne, K.
2016. Privacy Technologies and Policy : 4th Annual Privacy Forum, APF 2016, Frankfurt/Main, Germany, September 7-8, 2016 ; Proceedings. Ed.: Stefan, Schiffner, 135–152, Springer. doi:10.1007/978-3-319-44760-5_9 

Towards Measuring The Linkage Risk In Information Flows
Bier, C.; Beyerer, J.
2016. Security Research Conference - 11th Future Security : Berlin, September 13-14, 2016 : proceedings / Fraunhofer VVS. Ed.: Oliver Ambacher, 293–298, Fraunhofer Verlag 

Working And Living In Interaktive Environments - Requirements For Security And Privacy
Krempel, E.; Birnstill, P.; Beyerer, J.
2016. Security Research Conference - 11th Future Security : Berlin, September 13 - 14, 2016 : proceedings / Fraunhofer VVS Hrsg.: Oliver Ambacher, Rüdiger Quay, Joachim Wagner, 315–322, Fraunhofer Verlag 

A Study on Corporate Compliance with Transparency Requirements of Data Protection Law
Bier, C.; Kömpf, S.; Beyerer, J.
2016. Data protection and privacy : (in)visibilities and infrastructures. Ed.: Ronald Leenes, 271–289, Springer. doi:10.1007/978-3-319-50796-5_10 

A Privacy-aware Fall Detection System for Hospitals and Nursing Facilities
Krempel, E.; Birnstill, P.; Beyerer, J.
2016. CPDP 2016, 9th International Conference "Computers, Privacy and Data Protection" (CPDP), Brussels, 27-29 January 2016 

Intervention-Free selection using EEG and eye tracking
Putze, F.; Popp, J.; Hild, J.; Beyerer, J.; Schultz, T.
2016. 18th ACM International Conference on Multimodal Interaction, ICMI 2016; Tokyo; Japan; 12 November 2016 through 16 November 2016, 153–160, Association for Computing Machinery (ACM). doi:10.1145/2993148.2993199 

Optical unmixing using programmable spectral source based on DMD
Luo, D.; Bauer, S.; Taphanel, M.; Längle, T.; Puente León, F.; Beyerer, J.
2016. Next-Generation Spectroscopic Technologies IX; Baltimore; United States; 18 April 2016 through 19 April 2016, Art. Nr.: 98550P, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2228303 

Fast multitarget tracking via strategy switching for sensor-based sorting
Maier, G.; Pfaff, F.; Pieper, C.; Gruna, R.; Noack, B.; Kruggel-Emden, H.; Langle, T.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Beyerer, J.
2016. 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), Baden-Baden, Germany, 19–21 September 2016, 505–510, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MFI.2016.7849538  

Simulation-based evaluation of predictive tracking for sorting bulk materials
Pfaff, F.; Pieper, C.; Maier, G.; Noack, B.; Kruggel-Emden, H.; Gruna, R.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Langle, T.; Beyerer, J.
2016. 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), Baden-Baden, Germany, 19–21 September 2016, 511–516, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MFI.2016.7849539 

Low-resolution video face recognition with face normalization and feature adaptation
Herrmann, C.; Qu, C.; Beyerer, J.
2016. 4th IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2015; Pullman BangsarKuala Lumpur; Malaysia; 19 October 2015 through 21 October 2015, 89–94, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSIPA.2015.7412169 

Framework for an Interactive Assistance in Diagnostic Processes Based on the Translation of UML Activities into Petri Nets
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2016. Proceedings - 2015 International Conference on Computational Science and Computational Intelligence, CSCI 2015; Las Vegas; United States; 7 December 2015 through 9 December 2015, 732–737, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI.2015.110 

Low resolution vehicle re-identification based on appearance features for wide area motion imagery
Cormier, M.; Sommer, L. W.; Teutsch, M.
2016. 2016 IEEE Winter Applications of Computer Vision Workshops (WACVW), Lake Placid, NY, USA, 10 March 2016, Art. Nr.: 7470114, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACVW.2016.7470114 

A survey on moving object detection for wide area motion imagery
Sommer, L. W.; Teutsch, M.; Schuchert, T.; Beyerer, J.
2016. IEEE Winter Conference on Applications of Computer Vision, WACV 2016; Lake Placid; United States; 7 March 2016 through 10 March 2016, Art. Nr.: 7477573, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2016.7477573 

An analysis of accuracy requirements for automatic eyetracker recalibration at runtime
Van De Camp, F.; Gill, D.; Hild, J.; Beyerer, J.
2016. 18th International Conference on Posters’ Extended Abstracts, HCI International 2016, Toronto, Canada, 17 - 22 July, 2016, 149–154, Springer. doi:10.1007/978-3-319-40542-1_24 

A tractable interaction model for trajectory planning in automated driving
Ziehn, J. R.; Ruf, M.; Willersinn, D.; Rosenhahn, B.; Beyerer, J.; Gotzig, H.
2016. 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Windsor Oceanico Hotel, Rio de Janeiro, Brazil, 1. -4. November, 2016, 1410–1417, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC.2016.7795742 

Real-Time person detection in low-resolution thermal infrared imagery with MSER and CNNs
Herrmann, C.; Müller, T.; Willersinn, D.; Beyerer, J.
2016. Electro-Optical and Infrared Systems: Technology and Applications XIII. Ed.: D.A. Huckridge, 99870I, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2240940 

Generating object proposals for improved object detection in aerial images
Sommer, L. W.; Schuchert, T.; Beyerer, J.
2016. Electro-Optical Remote Sensing X, Edingburgh, UK, September 26,2016. Ed.: G. Kamerman, Article: 99880N, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2241527 

Low-Quality Video Face Recognition with Deep Networks and Polygonal Chain Distance
Herrmann, C.; Willersinn, D.; Beyerer, J.
2016. International Conference on Digital Image Computing: Techniques and Applications (DICTA), November 30 - December 2, 2016, 7797061, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/DICTA.2016.7797061 

Acquiring and processing light deflection maps for transparent object inspection
Meyer, J.; Langle, T.; Beyerer, J.
2016. 2nd International Conference on Frontiers of Signal Processing (ICFSP), Warsaw, PL, October 15-17, 2016, 104–109, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICFSP.2016.7802965 

About acquiring and processing light transport matrices for transparent object inspection
Meyer, J.; Längle, T.; Beyerer, J.
2016. Technisches Messen, 83 (12), 731–738. doi:10.1515/teme-2016-0042 

Capturing ground truth super-resolution data
Qu, C.; Luo, D.; Monari, E.; Schuchert, T.; Beyerer, J.
2016. IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, USA, 25–28 September 2016, 2812–2816, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP.2016.7532872 

Improving optical sorting of bulk materials using sophisticated motion models
Pfaff, F.; Pieper, C.; Maier, G.; Noack, B.; Kruggel-Emden, H.; Gruna, R.; Hanebeck, U. D.; Wirtz, S.; Scherer, V.; Längle, T.; Beyerer, J.
2016. Technisches Messen, 83 (2), 77–84. doi:10.1515/teme-2015-0108  

Low-resolution Convolutional Neural Networks for video face recognition
Herrmann, C.; Willersinn, D.; Beyerer, J.
2016. 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Colorado Springs, CO, USA, 23–26 August 2016, 221–227, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2016.7738017 

Compressive shape from focus based on a linear measurement model
Luo, D.; Längle, T.; Beyerer, J.
2016. Forum Bildverarbeitung 2016. Hrsg.: M. Heizmann, 185–195, KIT Scientific Publishing 

Extended photometric stereo model
Stephan, T.; Dürrwang, J.; Burke, J.; Werling, S.; Beyerer, J.
2016. Forum Bildverarbeitung 2016. Hrsg.: M. Heizmann, KIT Scientific Publishing 

Erfassung und Verarbeitung von Lichttransportmatrizen zur automatischen Sichtprüfung transparenter Objekte = Acquisition and processing of light transport matrices for automated transparent object inspection
Meyer, J.; Längle, T.; Beyerer, J.
2016. Forum Bildverarbeitung 2016. Hrsg.: M. Heizmann, 75–86, KIT Scientific Publishing 

Combining synthetic image acquisition and machine learning: accelerated design and deployment of sorting systems
Retzlaff, M.-G.; Richter, M.; Thomas Längle; Beyerer, J.; Dachsbacher, C.
2016. Forum Bildverarbeitung 2016. Hrsg.: M. Heizmann, 49–61, KIT Scientific Publishing 

Quantitative Assessment of Anomaly Detection Algorithms in Annotated Datasets from the Maritime Domain
Anneken, M.; Fischer, Y.; Beyerer, J.
2016. Intelligent Systems and Applications. Extended and Selected Results from the SAI Intelligent Systems Conference (IntelliSys), London, UK, 10-11 November 2015. Ed.: Y. Bi, 89–107, Springer-Verlag. doi:10.1007/978-3-319-33386-1_5 

Motion segmentation and appearance change detection based 2D hand tracking
Hammer, J. H.; Voit, M.; Beyerer, J.
2016. 19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, 5-8 July 2016, 1743–1750, Institute of Electrical and Electronics Engineers (IEEE) 

Iris tracking using extended object tracking
Dunau, P.; Beyerer, J.
2016. 19th International Conference on Information Fusion (FUSION), Heidelberg, Germany, 5-8 July 2016, 1735–1742, Institute of Electrical and Electronics Engineers (IEEE) 

Interacting with target tracking algorithms in a gaze-enhanced motion video analysis system
Hild, J.; Krüger, W.; Heinze, N.; Peinsipp-Byma, E.; Beyerer, J.
2016. Geospatial Informatics, Fusion, and Motion Video Analytics VI, Baltimore, MD, April 19-21, 2016. Ed.: M.F. Pellechia, 98410K/1–9, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2223726 

Systematic Evaluation of Moving Object Detection Methods for Wide Area Motion Imagery : Technical Report IES-2015-12
Sommer, L.
2016. Proceedings of the 2015 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 153–165, KIT Scientific Publishing 

Framework for Modeling Medical Guidelines Based on the Translation of UML Activities into YAWL : Technical Report IES-2015-01
Philipp, P.
2016. Proceedings of the 2015 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 1–16, KIT Scientific Publishing 

Eliciting and refining requirements for comprehensible security
Broadnax, B.; Birnstill, P.; Müller-Quade, J.; Beyerer, J.
2016. Security Research Conference : 11th Future Security, Berlin, September 13-14, 2016. Ed.: O. Ambacher, 323–329, Fraunhofer Verlag 

Eliciting and refining requirements for comprehensible security
Broadnax, B.; Birnstill, P.; Müller-Quade, J.; Beyerer, J.
2016. 11th Future Security, Berlin, September 13-14, 2016 

Numerical modeling of an automated optical belt sorter using the Discrete Element Method
Pieper, C.; Maier, G.; Pfaff, F.; Kruggel-Emden, H.; Wirtz, S.; Gruna, R.; Noack, B.; Scherer, V.; Längle, T.; Beyerer, J.; Hanebeck, U. D.
2016. Powder technology, 301, 805–814. doi:10.1016/j.powtec.2016.07.018 

A framework for uncertainty propagation in 3D shape measurement using laser triangulation
Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, J.; Dachsbacher, C.; Worn, H.
2016. 2016 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2016, Taipei; Taiwan, 23 May 2016 through 26 May 2016, Art.Nr.: 7520324, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/I2MTC.2016.7520324 

Extending adaptive world modeling by identifying and handling insufficient knowledge models
Kuwertz, A.; Beyerer, J.
2016. Journal of applied logic, 19 (2), 102–127. doi:10.1016/j.jal.2016.05.005 

Framework for an Interactive Assistance in Diagnostic Processes Based on Probabilistic Modeling of Clinical Practice Guidelines
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2016. Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: Systems and Applications. Ed.: Q.-N. Tran, 371–390, Morgan Kaufmann Publishers. doi:10.1016/B978-0-12-804203-8.00026-2 

Moving target acquisition by gaze pointing and button press using hand or foot
Hild, J.; Petersen, P.; Beyerer, J.
2016. Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA ’16), 257–260, Association for Computing Machinery (ACM). doi:10.1145/2857491.2857535 

Gaze-based moving target acquisition in real-time full motion video
Hild, J.; Kühnle, C.; Beyerer, J.
2016. Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, ETRA 2016; Charleston; United States; 14 - 17 March 2016. Vol. 14, 241–244, Association for Computing Machinery (ACM). doi:10.1145/2857491.2857525 

Towards an open-source semantic data infrastructure for integrating clinical and scientific data in cognition-guided surgery
Fetzer, A.; Metzger, J.; Katić, D.; März, K.; Wagner, M.; Philipp, P.; Engelhardt, S.; Weller, T.; Zelzer, S.; Franz, A. M.; Schoch, N.; Heuveline, V.; Maleshkova, M.; Rettinger, A.; Speidel, S.; Wolf, I.; Kenngott, H.; Mehrabi, A.; Müller-Stich, B. P.; Maier-Hein, L.; Meinzer, H.-P.; Nolden, M.
2016. Progress in Biomedical Optics and Imaging, Art.Nr.: 97890O, SPIE. doi:10.1117/12.2217163 

Scanning infrared deflectometry for the inspection of diffusely reflecting surfaces = Scannende Infrarotdeflektometrie für die Inspektion diffus spiegelnder Oberflächen
Höfer, S.; Beyerer, J.
2016. tm - Technisches Messen, 83 (6), 374–385. doi:10.1515/teme-2016-0004 

Anomaly detection using B-spline control points as feature space in annotated trajectory data from the maritime domain
Anneken, M.; Fischer, Y.; Beyerer, J.
2016. ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence, Rome; Italy; 24 February 2016 through 26 February 2016, Vol.2. Ed.: J.Filipe, 250–257, SciTePress. doi:10.5220/0005655302500257 

Message from general chairs
Beyerer, J.; Stiefelhagen, R.
2015. 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 1–4, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2015.7301719 

Modeling of Clinical Practice Guidelines for Interactive Assistance in Diagnostic Processes
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2015. HIMS 2015 : proceedings of the 2015 International Conference on Health Informatics and Medical Systems : WORLDCOMP’15, July 27-30, 2015, Las Vegas, Nevada, USA. Ed.: H. R. Arabnia, 3–9, CSREA Press 

A Semantic Framework for Sequential Decision Making
Philipp, P.; Maleshkova, M.; Rettinger, A.; Katic, D.
2015. International Conference on Web Engineering. ICWE 2015: Engineering the Web in the Big Data Era, Rotterdam; Netherlands; 23 June 2015 through 26 June 2015. Ed.: P. Cimiano; F. Frasincar; G.-J. Houben, D. Schwabe, 392–409, Springer. doi:10.1007/978-3-319-19890-3_25 

Towards many-class classification of materials based on their spectral fingerprints
Richter, M.; Beyerer, J.
2015. OCM 2015 - Optical Characterization of Materials - conference proceedings. Hrsg.: J. Beyerer, F. Puente León, T. Längle, 103–112, KIT Scientific Publishing. doi:10.5445/IR/1000082544  

Towards Cognitive Pipelines of Medical Assistance Algorithms
Philipp, P.; Katic, D.; Maleshkova, M.; Götz, M.; Weber, C.; Rettinger, A.; Speidel, S.; Kämpgen, B.; Zelzer, S.; Wekerle, A.-L.; Studer, R.; Dillmann, R.; Kenngott, H.; Müller, B.
2015. International journal of computer assisted radiology and surgery, 11 (9), 1743–1753. doi:10.1007/s11548-015-1322-y 

A quantitative risk model for a uniform description of safety and security
Beyerer, J.; Geisler, J.
2015. Proceedings of the 10th Future Security - Security Research Conference "Future Security", Berlin, 10, 2015, 317–324, Fraunhofer Verlag 

Privacy Score: Making privacy aspects of surveillance systems comparable
Krempel, E.; Beyerer, J.
2015. Security Research Conference: 10th Future Security, Berlin, September 15-17, 2015, proceedings. Hrsg.: Jürgen Beyerer, 65–72, Fraunhofer Verlag 

Graphical Model-based Privacy Policy Editing for Smart Video Surveillance
Birnstill, P.; Burkert, C.; Beyerer, J.
2015. Security Research Conference: 10th Future Security, Berlin, September 15-17, 2015, proceedings. Ed.: Jürgen Beyerer, 81–811, Fraunhofer Verlag 

A user study on anonymization techniques for smart video surveillance
Birnstill, P.; Ren, D.; Beyerer, J.
2015. 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2015) : Karlsruhe, Germany, 25 - 28 August 2015 : [including workshop papers], 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2015.7301805 

An efficient heuristical Bayesian optimization approach for a multispectral camera
Taphanel, M.; Beyerer, J.
2015. Technisches Messen, 82 (2), 94–101. doi:10.1515/teme-2014-0006 

Industrie 4.0 : (Editorial)
Beyerer, J.; Jasperneite, J.; Sauer, O.
2015. Automatisierungstechnik, 63 (10), 751–752. doi:10.1515/auto-2015-0068 

Large scale classification of spectral signatures
Richter, M.; Laengle, T.; Beyerer, J.
2015. Technisches Messen, 82 (12), 663–671. doi:10.1515/teme-2015-0040 

Homography estimation for low-contrast IR image sequences utilizing GPS control points
Dunau, P.; Fitz, D.; Beyerer, J.
2015. Technisches Messen, 82 (5), 262–272. doi:10.1515/teme-2014-0040 

Synthesizing images using parameterized models for automated optical inspection (AOI)
Retzlaff, M.-G.; Stabenow, J.; Beyerer, J.; Dachsbacher, C.
2015. Technisches Messen, 82 (5), 251–261. doi:10.1515/teme-2014-0041 

TrackSort: Predictive Tracking for Sorting Uncooperative Bulk Materials
Pfaff, F.; Baum, M.; Noack, B.; Hanebeck, U. D.; Gruna, R.; Längle, T.; Beyerer, J.
2015. Proceedings of the 2015 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2015), 14-16 Sept. 2015, San Diego, CA, USA, 7–12, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MFI.2015.7295737  

Fast Face Recognition by Using an Inverted Index
Herrmann, C.; Beyerer, J.
2015. Image Processing: Machine Vision Applications VIII; 10 February 2015 through 11 February 2015, San Francisco, California, United States. Ed.: E. Y. Lam, Art.Nr. 940507, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2078988 

Towards Web-based Semantic Knowledge Completion for Adaptive World Modeling in Cognitive Systems
Kuwertz, A.; Goldbeck, C.; Hug, R.; Beyerer, J.
2015. Proceedings of the UKSIM-AMSS; 17th International Conference on Modelling and Simulation (UKSim2015) 2015, 25 - 27 March 2015, Cambridge, UK. Ed.: D. Al-Dabass, 165–170, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UKSim.2015.66 

Approaches to Acoustic and Visual Underwater Sensing
Woock, P.; Stephan, T.; Beyerer, J.
2015. at - Automatisierungstechnik, 63 (5), 334–343 

Visual words for automated visual inspection of bulk materials
Richter, M.; Längle, T.; Beyerer, J.
2015. Proceedings of the 14th IAPR International Conference on Machine Vision Applications, MVA 2015, 18-22 May 2015, Tokyo, Japan, 210–213, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MVA.2015.7153169 

Face Retrieval on Large-Scale Video Data
Herrmann, C.; Beyerer, J.
2015. 12th Conference on Computer and Robot Vision (CRV), 2015, 3 June 2015 through 5 June 2015, Halifax, Canada, 192–199, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CRV.2015.32 

Multiplex acquisition approach for high speed 3D measurements with a chromatic confocal microscope
Taphanel, M.; Zink, R.; Längle, T.; Beyerer, J.
2015. Optical Measurement Systems for Industrial Inspection IX, 22 - 25 June 2015, Munich, Germany. Ed.: P. Lehmann, 95250Y, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2184560 

Seafloor heightmap generation using 1D Kernel Reconstructions
Woock, P.; Beyerer, J.
2015. Proceedings of the 3rd Underwater Acoustics Conference and Exhibition, UACE 2015: 21-26 June 2015, Platanias, Crete, Greece, 717–725 

Integrating Microscopic Analysis into Existing Quality Assurance Processes
Frühberger, P.; Stephan, T.; Beyerer, J.
2015. 2nd International Multidisciplinary Microscopy and Microanalysis Congress : Proceedings of InterM, October 16-19, 2014. Ed.: E.K. Polychroniadis, 57–64, Springer International Publishing. doi:10.1007/978-3-319-16919-4_8 

Plug&Produce by Modelling Skills and Service-Oriented Orchestration of Reconfigurable Manufacturing Systems = Plug & Produce mittels der Modellierung von Fähigkeiten und der service-orientierten Orchestrierung rekonfigurierbarer Produktionssysteme
Pfrommer, J.; Stogl, D.; Aleksandrov, K.; Escaida Navarro, S.; Hein, B.; Beyerer, J.
2015. at - Automatisierungstechnik, 63 (10), 790–800. doi:10.1515/auto-2014-1157 

An approach to color-based sorting of bulk materials with automated estimation of system parameters
Richter, M.; Längle, T.; Beyerer, J.
2015. tm -Technisches Messen, 82 (3), 135–144. doi:10.1515/teme-2014-0042 

Paper O. Bayesian Active Object Recognition via Gaussian Process Regression. Edited version of the paper: M. F. Huber, T. Dencker, M. Roschani, and J. Beyerer. Bayesian Active Object Recognition via Gaussian Process Regression. In Proceedings of the 15th International Conference on Information Fusion (Fusion), pages 1718-1725, Singapore, July 2012
Huber, M. F.; Dencker, T.; Roschani, M.; Beyerer, J.
2015. Nonlinear Gaussian Filtering : Theory, Algorithms, and Applications. Ed.: M. Huber, 530–551, Karlsruher Institut für Technologie (KIT) 

Enhancing Privacy by Design From a Developer’s Perspective
Bier, C.; Birnstill, P.; Krempel, E.; Vagts, H.; Beyerer, J.
2014. Privacy technologies and policy : revised selected papers - First Annual Privacy Forum (APF), Limassol, Cyprus, October 10 - 11, 2012. Ed.: B. Preneel, 73–85, Springer-Verlag 

Whole-genome analyses resolve early branches in the tree of life of modern birds
Jarvis, E. D.; Mirarab, S.; Aberer, A. J.; Li, B.; Houde, P.; Li, C.; Ho, S. Y. W.; Faircloth, B. C.; Nabholz, B.; Howard, J. T.; Suh, A.; Weber, C. C.; Fonseca, R. R. da; Li, J.; Zhang, F.; Li, H.; Zhou, L.; Narula, N.; Liu, L.; Ganapathy, G.; Boussau, B.; Bayzid, M. S.; Zavidovych, V.; Subramanian, S.; Gabaldon, T.; Capella-Gutierrez, S.; Huerta-Cepas, J.; Rekepalli, B.; Munch, K.; Schierup, M.; Lindow, B.; Warren, W. C.; Ray, D.; Green, R. E.; Bruford, M. W.; Zhan, X.; Dixon, A.; Li, S.; Li, N.; Huang, Y.; Derryberry, E. P.; Bertelsen, M. F.; Sheldon, F. H.; Brumfield, R. T.; Mello, C. V.; Lovell, P. V.; Wirthlin, M.; Schneider, M. P. C.; Prosdocimi, F.; Samaniego, J. A.; Velazquez, A. M. V.; Alfaro-Nunez, A.; Campos, P. F.; Petersen, B.; Sicheritz-Ponten, T.; Pas, A.; Bailey, T.; Scofield, P.; Bunce, M.; Lambert, D. M.; Zhou, Q.; Perelman, P.; Driskell, A. C.; Shapiro, B.; Xiong, Z.; Zeng, Y.; Liu, S.; Li, Z.; Liu, B.; Wu, K.; Xiao, J.; Yinqi, X.; Zheng, Q.; Zhang, Y.; Yang, H.; Wang, J.; Smeds, L.; Rheindt, F. E.; Braun, M.; Fjeldsa, J.; Orlando, L.; Barker, F. K.; Jonsson, K. A.; Johnson, W.; Koepfli, K.-P.; O’Brien, S.; Haussler, D.; Ryder, O. A.; Rahbek, C.; Willerslev, E.; Graves, G. R.; Glenn, T. C.; McCormack, J.; Burt, D.; Ellegren, H.; Alstrom, P.; Edwards, S. V.; Stamatakis, A.; Mindell, D. P.; Cracraft, J.; Braun, E. L.; Warnow, T.; Jun, W.; Gilbert, M. T. P.; Zhang, G.
2014. Science, 346 (6215), 1320–1331. doi:10.1126/science.1253451 

Sichtbarkeit von Dellen und Beulen auf spiegelnden Oberflächen
Ziebarth, M.; Heizmann, M.; Beyerer, J.
2014. Forum Bildverarbeitung 2014. Hrsg.: F. Puente León, 153–165, KIT Scientific Publishing 

Segmentierung unterschiedlich stark ausgeprägter Welligkeiten auf lackierten Oberflächen
Vogelbacher, M.; Ziebarth, M.; Olawsky, S.; Beyerer, J.
2014. Forum Bildverarbeitung 2014. Hrsg.: F. Puente León, 129–140, KIT Scientific Publishing 

Parameter-learning for color sorting of bulk materials using genetic algorithms
Richter, M.; Beyerer, J.
2014. Forum Bildverarbeitung 2014. Hrsg.: F. Puente León, 107–118, KIT Scientific Publishing 

Segmentierung unterschiedlich stark ausgeprägter Welligkeiten auf lackierten Oberflächen
Vogelbacher, M.; Ziebarth, M.; Olawsky, S.; Beyerer, J.
2014. tm - Technisches Messen, 81 (12), 644–651. doi:10.1515/teme-2014-1055 

Data-Driven Methods for the Detection of Causal Structures in Process Technology
Kühnert, C.; Beyerer, J.
2014. Machines, 2 (4), 255–274. doi:10.3390/machines2040255  

Phylogenomics resolves the timing and pattern of insect evolution
Misof, B.; Liu, S.; Meusemann, K.; Peters, R. S.; Donath, A.; Mayer, C.; Frandsen, P. B.; Ware, J.; Flouri, T.; Beutel, R. G.; Niehuis, O.; Petersen, M.; Izquierdo-Carrasco, F.; Wappler, T.; Rust, J.; Aberer, A. J.; Aspöck, U.; Aspöck, H.; Bartel, D.; Blanke, A.; Berger, S.; Böhm, A.; Buckley, T. R.; Calcott, B.; Chen, J.; Friedrich, F.; Fukui, M.; Fujita, M.; Greve, C.; Grobe, P.; Gu, S.; Huang, Y.; Jermiin, L. S.; Kawahara, A. Y.; Krogmann, L.; Kubiak, M.; Lanfear, R.; Letsch, H.; Li, Y.; Li, Z.; Li, J.; Lu, H.; Machida, R.; Mashimo, Y.; Kapli, P.; McKenna, D. D.; Meng, G.; Nakagaki, Y.; Navarrete-Heredia, J. L.; Ott, M.; Ou, Y.; Pass, G.; Podsiadlowski, L.; Pohl, H.; Von Reumont, B. M.; Schütte, K.; Sekiya, K.; Shimizu, S.; Slipinski, A.; Stamatakis, A.; Song, W.; Su, X.; Szucsich, N. U.; Tan, M.; Tan, X.; Tang, M.; Tang, J.; Timelthaler, G.; Tomizuka, S.; Trautwein, M.; Tong, X.; Uchifune, T.; Walzl, M. G.; Wiegmann, B. M.; Wilbrandt, J.; Wipfler, B.; Wong, T. K. F.; Wu, Q.; Wu, G.; Xie, Y.; Yang, S.; Yang, Q.; Yeates, D. K.; Yoshizawa, K.; Zhang, Q.; Zhang, R.; Zhang, W.; Zhang, Y.; Zhao, J.; Zhou, C.; Zhou, L.; Ziesmann, T.; Zou, S.; Li, Y.; Xu, X.; Zhang, Y.; Yang, H.; Wang, J.; Wang, J.; Kjer, K. M.; Zhou, X.
2014. Science, 346 (6210), 763–767. doi:10.1126/science.1257570 

AutomationML to describe skills of production plants based on the PPR concept
Schleipen, M.; Pfrommer, J.; Stogl, D.; Hein, B.; Aleksandrov, K.; Escaida Navarro, S.; Beyerer, J.
2014. 3rd AutomationML User Conference, Blumberg, October 7-8, 2014 

Begrifflichkeiten um Industrie 4.0 - Ordnung im Sprachwirrwarr
Pfrommer, J.; Schleipen, M.; Usländer, T.; Epple, U.; Heidel, R.; Urbas, L.; Sauer, O.; Beyerer, J.
2014. 13. Fachtagung Entwurf komplexer Automatisierungssysteme (EKA’14), Magdeburg, 14.-15. Mai 2014. Hrsg.: U. Jumar, CD-ROM, Universität Magdeburg 

TAM-VS: A Technology Acceptance Model for Video Surveillance
Krempel, E.; Beyerer, J.
2014. Privacy Technologies and Policy - 2nd Annual Privacy Forum (APF’14), Athens, Greece, May 20-21, 2014. Ed.: B. Preneel, 86–100, Springer US. doi:10.1007/978-3-319-06749-0_6 

Comparing mouse and MAGIC pointing for moving target acquisition
Hild, J.; Gill, D.; Beyerer, J.
2014. 8th ACM Symposium on Eye Tracking Research & Applications (ETRA’14), Safety Harbor, Florida/USA, March 26-28, 2014, 131–134, Association for Computing Machinery (ACM). doi:10.1145/2578153.2578172 

Privacy-aware smart video surveillance revisited
Fischer, Y.; Krempel, E.; Birnstill, P.; Unmüßig, G.; Monari, E.; Moßgraber, J.; Schenk, M.; Beyerer, J.
2014. 9th Security Research Conference ’Future Security’, Berlin, September 16-18, 2014. Ed.: K. Thoma, 91–99, Fraunhofer Verlag 

Modeling and recognizing situations of interest in surveillance applications
Fischer, Y.; Reiswich, A.; Beyerer, J.
2014. IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA’14), San Antonio, Texas/USA, March 3-6, 2014, 209–215, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CogSIMA.2014.6816564 

Innovative Informationstechnik revolutioniert die Industrie: Aus der Fraunhofer-Forschung
Bauernhansl, T.; Beyerer, J.; Ten Hompel, M.
2014. Fraunhofer-Gesellschaft zur Förderung der Angewandten Forschung e.V. - Jahresbericht 2013, 58–69, Fraunhofer Verlag 

Maximizing face recognition performance for video data under time constraints by using a cascade
Herrmann, C.; Beyerer, J.
2014. 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS’14), Seoul, Korea, August 26-29, 2014, 181–186, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2014.6918665 

Dealing with poorly mapped entities in adaptive object-oriented world modeling
Kuwertz, A.; Beyerer, J.
2014. IEEE International Interdisciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA’14), San Antonio, Texas/USA, March 3-6, 2014, 83–89, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CogSIMA.2014.6816545 

Optical filter selection for automatic visual inspection
Richter, M.; Beyerer, J.
2014. IEEE Winter Conference on Applications of Computer Vision (WACV’14), Steamboat Springs, Colorado/USA, March 24-26, 2014, 123–128, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WACV.2014.6836110 

Situation prediction and reaction control (SPARC): Patent pending
Ruf, M.; Ziehn, J. R.; Rosenhahn, B.; Beyerer, J.; Willersinn, D.; Gotzig, H.
2014. 9. Workshop Fahrerassistenzsysteme (FAS’14), Walting im Altmühltal, 26.-28. März 2014, 55–66, Fraunhofer Verlag 

Realistic heatmap visualization for interactive analysis of 3D gaze data
Maurus, M.; Hammer, J. H.; Beyerer, J.
2014. Conference on Eye Tracking Research and Applications (ETRA’14), Safety Harbor, Florida/USA, March 26-28, 2014, 295–298, Association for Computing Machinery (ACM). doi:10.1145/2578153.2578204 

Low Resolution Person Detection with a Moving Thermal Infrared Camera by Hot Spot Classification
Teutsch, M.; Mueller, T.; Huber, M.; Beyerer, J.
2014. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW’14), Columbus, Ohio/USA, June 23-28, 2014, 209–216, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CVPRW.2014.40 

Evaluation of an Analytic Model for Car Dynamics
Ruf, M.; Ziehn, J. R.; Rosenhahn, B.; Beyerer, J.; Willersinn, D.; Grotzig, H.
2014. International Conference on Mechatronics and Control (ICMC’14), Jinzhou, China, July 3-5, 2014 

Evaluation of object segmentation to improve moving vehicle detection in aerial videos
Teutsch, M.; Kruger, W.; Beyerer, J.
2014. 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS’14), Seoul, Korea, August 26-29, 2014, 265–270, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2014.6918679 

Introducing CAM - Constant Action Movie
Stephan, T.; Richter, M.; Beyerer, J.
2014. 9. Sicherheitsforschungskonferenz ’Future Security’, Berlin, 16.-18. September 2014 

Microscopic Analysis Using Gaze-Based Interaction
Frühberger, P.; Klaus, E.; Beyerer, J.
2014. International Multidisciplinary Microscopy Congress - Proceedings of InterM, Antalya, Turkey, October 1013, 2013. Ed.: E.K. Polychroniadis, 195–200, Springer-Verlag. doi:10.1007/978-3-319-04639-6_27 

Fast, robust and automatic 3D face model reconstruction from videos
Chengchao, Q.; Monari, E.; Schuchert, T.; Beyerer, J.
2014. 11th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS’14), Seoul, Korea, August 26-29, 2014, 113–118, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AVSS.2014.6918653 

Multimodale Interaktion
Beyerer, J.; Peinsipp-Byma, E.; Stiefelhagen, R.
2013. at-Automatisierungstechnik, 61 (11), 727–728. doi:10.1524/auto.2013.9011 

Modeling of Expert Knowledge for Maritime Situation Assessment
Fischer, Y.; Beyerer, J.
2013. International Journal on Advances in Systems and Measurement, 8 (3-4), 245–259 

Locating user attention using eye tracking and EEG for spatio-temporal event selection
Putze, F.; Hild, J.; Kärgel, R.; Herff, C.; Redmann, A.; Beyerer, J.; Schultz, T.
2013. 18th International Conference on Intelligent User Interfaces, Santa Monica, California/USA, March 19-22, 2013, 129–136, Association for Computing Machinery (ACM). doi:10.1145/2449396.2449415 

Evaluating multi-modal eye gaze interaction for moving object selection
Hild, J.; Müller, E.; Klaus, E.; Peinsipp-Byma, E.; Beyerer, J.
2013. ACHI 2013 - Sixth International Conference on Advances in Computer-Human Interactions, Nice, France, February 24 - March 1, 2013. Ed.: L. Miller, 454–459, IARIA 

Ontologies for probabilistic situation assessment in the maritime domain
Kuwertz, A.; Beyerer, J.
2013. IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA’13), San Diego, California/USA, February 25-28, 2013, 102–105, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CogSIMA.2013.6523830 

Speed-up chromatic sensors by optimized optical filters
Taphanel, M.; Hovestreydt, B.; Beyerer, J.
2013. Optical Measurement Systems for Industrial Inspection VIII. Ed.: P. H. Lehmann, 8788OS/1–10, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.2020387 

Thermal pattern generation for infrared deflectometry
Höfer, S.; Werling, S.; Beyerer, J.
2013. AMA Conferences 2013 - Nürnberg Exhibition Centre, May 14-16, 2013 - SENSOR, OPTO and IRS², 785–790, AMA. doi:10.5162/sensor2013/P5.4 

Robust Hand Tracking in Realtime Using a Single Head-Mounted RGB Camera
Hammer, J. H.; Beyerer, J.
2013. Human-Computer Interaction - Interaction Modalities and Techniques - 15th International Conference, HCI International 2013, Las Vegas, Nevada/USA, July 21-26, 2013 - Proceedings, Part IV. Ed.: M. Kurosu, 252–261, Springer-Verlag. doi:10.1007/978-3-642-39330-3_27 

Performance improvement of character recognition in industrial applications using prior knowledge for more reliable segmentation
Grafmüller, M.; Beyerer, J.
2013. Expert Systems with Applications, 40 (17), 6955–6963. doi:10.1016/j.eswa.2013.06.004 

Real-time 3D gaze analysis in mobile applications
Hammer, J. H.; Maurus, M.; Beyerer, J.
2013. Conference on Eye Tracking (ETSA’13), Cape Town, South Africa, August 29-31, 2013, 75–78, Association for Computing Machinery (ACM). doi:10.1145/2509315.2509333 

PPRS: Production skills and their relation to product, process, and resource
Pfrommer, J.; Schleipen, M.; Beyerer, J.
2013. IEEE 18th Conference on Emerging Technologies & Factory Automation (ETFA’13), Cagliari, Sardinia, September 10-13, 2013, 1–4, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ETFA.2013.6648114 

Adaptive Real-Time Image Smoothing Using Local Binary Patterns and Gaussian Filters
Teutsch, M.; Trantelle, P.; Beyerer, J.
2013. 20th IEEE International Conference on Image Processing (ICIP’13), Melbourne, Australia, September 15-18, 2013, 1120–1124, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIP.2013.6738231 

Privacy Preserving Surveillance and the Tracking-Paradox
Greiner, S.; Birnstill, P.; Krempel, E.; Beckert, B.; Beyerer, J.
2013. 8th Future Security - Security Research Conference, Berlin, September 17-19, 2013 - Proceedings. Ed.: M. Lauster, 296–302, Fraunhofer Verlag 

Hyperspectral Image Analyses for Standoff Detection of Explosives
Jarvis, J.; Fuchs, F.; Hugger, S.; Blattmann, V.; Yang, K. Q.; Ostendorf, R.; Bronner, W.; Driad, R.; Aidam, R.; Wagner, J.; Beyerer, J.
2013. 8th Future Security - Security Research Conference, Berlin, September 17-19, 2013 - Proceedings. Ed.: M. Lauster, 205–214, Fraunhofer Verlag 

Gaze-Bazed Interaction for Real-Time Video Surveillance Systems
Hild, J.; Fischer, Y.; Peinsipp-Byma, E.; Beyerer, J.
2013. 8th Future Security - Security Research Conference, Berlin, September 17-19, 2013 - Proceedings. Ed.: M. Lauster, 63–72, Fraunhofer Verlag 

Fähigkeiten adaptiver Produktionsanlagen
Pfrommer, J.; Schleipen, M.; Beyerer, J.
2013. Atp-Edition, 2013 (11), 42–49 

OCM 2013 - Optical Characterization of Materials - conference proceedings
Beyerer, J.; Puente León, F.
2013. (T. Längle, Hrsg.), KIT Scientific Publishing. doi:10.5445/KSP/1000032143  

World Modeling for Autonomous Systems
Belkin, A.; Kuwertz, A.; Fischer, Y.; Beyerer, J.
2012. Innovative Information Systems Modelling Techniques. Ed.: C. Kalloniatis, 137–158, InTech. doi:10.5772/38190  

User-centric Protection and Privacy in Smart Surveillance Systems
Vagts, H.; Krempel, E.; Beyerer, J.
2012. 7th Security Research Conference, Future Security 2012, Bonn, Germany, September 4 - 6, 2012, 237–248, Springer-Verlag. doi:10.1007/978-3-642-33161-9_36 

How is Positive-Sum Privacy Feasible?
Bier, C.; Birnstill, P.; Krempel, E.; Vagts, H.; Beyerer, J.
2012. Future Security : 7th Security Research Conference, Bonn, Germany, September 4-6, 2012. Ed.: N. Aschenbruck, 265–268, Springer-Verlag. doi:10.1007/978-3-642-33161-9_39 

Fast 3D in-line sensor for specular and diffuse surfaces combining the chromatic confocal and triangulation principle
Taphanel, M.; Beyerer, J.
2012. 2012 IEEE International Instrumentation and Measurement Technology Conference Proceedings (I2MTC 2012), 1072–1077, IEEE Computer Society 

Bayesian active object recognition via Gaussian process regression
Huber, M.; Dencker, T.; Roschani, M.; Beyerer, J.
2012. 2012 15th International Conference on Information Fusion (FUSION), 1718–1725, IEEE Computer Society 

Optical feature extraction with illumination-encoded linear functions
Gruna, R.; Beyerer, J.; Bingham, P. R.; Lam, E. Y.
2012. Image processing: Machine vision applications V : SPIE Electronic Imaging 2012; 25 January 2012, Burlingame, California, USA, 830004, Fraunhofer-Publica 

Acceptance of Automatic Situation Assessment in Surveillance Systems
Fischer, Y.; Beyerer, J.
2012. IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), 2012 : 6 - 8 March 2012, New Orleans, LA, USA, 324–331, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CogSIMA.2012.6188404 

Evaluation of tracking methods for maritime surveillance
Fischer, Y.; Baum, M.; Flohr, F.; Hanebeck, U. D.; Beyerer, J.
2012. Society of Photo-Optical Instrumentation Engineers -SPIE-, Bellingham/Wash.: Signal processing, sensor fusion, and target recognition XXI : 23 - 25 April 2012, Baltimore, Maryland, United States Bellingham, WA: SPIE, 2012. Ed.: I. Kadar, 1–11, Society of Photo-optical Instrumentation Engineers (SPIE). doi:10.1117/12.919234 

Planungsbasierte Oberflächeninspektion in der Deflektometrie bei gegebener Referenzfläche mittels Greedy-Optimierung
Roschani, M.; Beyerer, J.
2012. XXVI. Messtechnisches Symposium des Arbeitskreises der Hochschullehrer für Messtechnik e.V. 20.-22. September 2012 in Aachen. Hrsg.: R. Schmitt, Sharker 

Verfahren zur Erzeugung dynamischer Wärmemuster für die Anwendung in der Infrarotdeflektometrie
Höfer, S.; Werling, S.; Beyerer, J.
2012. XXVI. Messtechnisches Symposium des Arbeitskreises der Hochschullehrer für Messtechnik e.V. 20.-22. September 2012 in Aachen. Hrsg. R. Schmitt, Shaker Verlag 

A Top-Down-View on Intelligent Surveillance Systems
Fischer, Y.; Beyerer, J.
2012. ICONS 2012 : The Seventh International Conference on Systems, 43–48 

Information Entropy and Structural Metrics Based Estimation of Situations as a Basis for Situation Awareness and Decision Support
Belkin, A.; Beyerer, J.
2012. IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2012 : March 6-8, 2012 in New Orleans, LA, USA, 111–116, Institute of Electrical and Electronics Engineers (IEEE) 

Materialidentifikation mittels optisch realisierter Kreuzkorrelation der reflektanzspektren
Taphanel, M.; Gruna, R.; Beyerer, J.
2012. tm - Technisches Messen, 79 (4), 202–209. doi:10.1524/teme.2012.0223 

Feature-specific illumination patterns for automated visual inspection
Gruna, R.; Beyerer, J.
2012. IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 360–365, IEEE Computer Society 

Defining Dynamic Bayesian Networks for Probabilistic Situation Assessment
Fischer, Y.; Beyerer, J.
2012. Proceedings of the 15th International Conference on Information Fusion, 888–895, IEEE Computer Society 

Prior Knowledge Employment Based on the K-L and Tanimoto Distances Matching for Intelligent Autonomous Robots
Belkin, A.; Beyerer, J.
2012. Intelligent Robotics and Applications 5th International Conference, ICIRA 2012 Montreal, QC, Canada, October 3-5, 2012 Proceedings, Part III. Ed.: C.-Y. Su, 171–180, Springer-Verlag 

Automatische Sichtprüfung: Grundlagen, Methoden und Praxis der Bildgewinnung und Bildauswertung
Beyerer, J.; Puente Leon, F.; Frese, C.
2012. Springer-Verlag 

A Conceptual Framework for Automatic Situation Assessment
Fischer, Y.; Bauer, A.; Beyerer, J.
2011. Proceedings of the Conference on Cognitive Methods in Situation Awareness and Decision Support, 234–239, IEEE Computer Society 

Acquisition and Evaluation of Illumination Series for Unsupervised Defect Detection
Gruna, R.; Beyerer, J.
2011. Proc. IEEE Instrumentation and Measurement Technology Conference, 192–197, IEEE Computer Society 

A comparison of motion planning algorithms for cooperative collision avoidance of multiple cognitive automobiles
Frese, C.; Beyerer, J.
2011. Proceedings of IEEE Intelligent Vehicles Symposium, 1154–1160, IEEE Computer Society 

Multiview specular stereo reconstruction of large mirror surfaces
Balzer, J.; Höfer, S.; Beyerer, J.
2011. Proceeding CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition, 2537–2544, IEEE Computer Society 

Verfahren und Vorrichtung zur Inspektion von Glasoberflächen
Höfer, S.; Roschani, M.; Werling, S.; Beyerer, J.; Puente León, F.; Beyerer, J.
2011. Arbeitskreis der Hochschullehrer für Messtechnik e.V. -AHMT-: XXV. Messtechnisches Symposium des Arbeitskreises der Hochschullehrer für Messtechnik e.V. 2011 : 22. - 24. September 2011 in Karlsruhe; Tagungsband, 127–138, Shaker Verlag 

Decision Theoretic Approaches for Focussed Bayesian Fusion
Sander, J.; Beyerer, J.; Heiß, H. U.; Pepper, P.; Schlinghoff, H.; Schneider, J.
2011. Informatik 2011 : Informatik schafft Communities; Beiträge der 41. Jahrestagung der Gesellschaft für Informatik e.V. (GI); 4. - 7.10.2011 in Berlin. Hrsg.: H.-U. Heiß, 478–478, Gesellschaft für Informatik (GI) 

Lineare Deflektometrie - Regularisierung und experimentelles Design
Balzer, J.; Werling, S.; Beyerer, J.
2011. tm - Technisches Messen, 78 (1), 43–50. doi:10.1524/teme.2011.0078 

Interoperabilität
Beyerer, J.; Sauer, O.
2011. at - Automatisierungstechnik, 59 (7), 395–396. doi:10.1524/auto.2011.9089 

Flächenbasierte Registrierung kombinierter Stereo- und Spektralserien
Gheta, I.; Höfer, S.; Heizmann, M.; Beyerer, J.
2011. tm - Technisches Messen, 78 (9), 391–397. doi:10.1524/teme.2011.0152 

Oberflächenrekonstruktion mittels Stereodeflektometrie
Werling, S.; Beyerer, J.
2011. tm - Technisches Messen, 78 (9), 398–404. doi:10.1524/teme.2011.0157 

Information fusion for cognitive automobiles
Puente León, F.; Beyerer, J.
2011. Information Fusion, 12 (4), 242–243. doi:10.1016/j.inffus.2011.04.001 

Kollisionsvermeidung durch kooperative Fahrmanöver
Frese, C.; Beyerer, J.
2011. ATZ-Elektronik, 6 (5), 70–75 

Collision Avoidance by Cooperative Driving Maneuvers
Frese, C.; Beyerer, J.
2011. ATZ-Elektronik, 6 (5), 48–52 

3D Fusion of Stereo and Spectral Series Acquired With Camera Arrays
Gheta, I.; Heizmann, M.; Beyerer, J.
2011. Image Fusion and Its Applications. Ed.: Y. Zheng, 73–92, InTech. doi:10.5772/17788  

Data Association in a World Model for Autonomous Systems
Baum, M.; Gheta, I.; Belkin, A.; Beyerer, J.; Hanebeck, U. D.
2010. Proceedings of the 2010 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI 2010), Salt Lake City, Utah, USA, 5-7 Sept. 2010, 187–92, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/MFI.2010.5604454  

Three Pillar Information Management System for Modeling the Environment of Autonomous Systems
Gheta, I.; Baum, M.; Belkin, A.; Beyerer, J.; Hanebeck, U. D.
2010. Proceedings of the 2010 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS 2010), Taranto, Italy, 6-8 Sept. 2010, 12–17, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/VECIMS.2010.5609350  

Feature-Based Probabilistic Data Association (FBPDA) for visual multi-target detection and tracking under occlusions and split and merge effects
Grinberg, M.; Ohr, F.; Beyerer, J.; Hall, E.
2010. Intelligent Robots and Computer Vision XXVII: Algorithms and Techniques, Proceedings of SPIE, 1–8, IEEE Computer Society 

Putting Gaze into Context: A Framework for Analyzing Gaze Behavior in Interactive and Dynamic Environments
Bader, T.; Beyerer, J.
2010. IUI Workshop on Eye Gaze in Intelligent Human Machine Interaction, 20–27, Association for Computing Machinery (ACM) 

On Scene-Adapted Illumination Techniques for Industrial Inspection
Gruna, R.; Beyerer, J.
2010. Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE, 498–503, IEEE Computer Society 

Lift-and-drop: crossing boundaries in a multi-display environment by Airlift
Bader, T.; Heck, A.; Beyerer, J.
2010. Proceedings of the Working Conference on Advanced Visual Interfaces, 139–146, Association for Computing Machinery (ACM) 

Knowledge-Driven Opto-Acoustic Scene Analysis based on an Object- Oriented World Modeling approach for Humanoid Robots
Kühn, B.; Belkin, A.; Swerdlow, A.; Machmer, T.; Beyerer, J.; Kroschel, K.
2010. Proceedings of the 41st International Symposium on Robotics and the 6th German Conference on Robotics, 1296–1303, IEEE Computer Society 

World Modeling for Autonomous Systems
Gheta, I.; Heizmann, M.; Belkin, A.; Beyerer, J.
2010. 33rd Annual German Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Proceedings, 176–183, Springer-Verlag 

Planning Cooperative Motions of Cognitive Automobiles Using Tree Search Algorithms
Frese, C.; Beyerer, J.
2010. 33rd Annual German Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Proceedings, 91–98, Springer-Verlag 

The Importance of Statistical Evidence for Focussed Bayesian Fusion
Sander, J.; Krieger, J.; Beyerer, J.
2010. 33rd Annual German Conference on AI, Karlsruhe, Germany, September 21-24, 2010. Proceedings, 299–308, Springer-Verlag 

Optimization on Shape Curves with Application to Specular Stereo
Balzer, J.; Höfer, S.; Werling, S.; Beyerer, J.
2010. 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings, 41–50, Springer-Verlag 

Skill-based telemanipulation by means of intelligent robots
Notheis, S.; Milighetti, G.; Hein, B.; Wörn, H.; Beyerer, J.
2010. Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on; 18-22 Oct. 2010, 5258–5263, IEEE Computer Society 

Vernetzt mehr sehen und mehr verstehen
Beyerer, J.; Tacke, M.
2010. Strategie & Technik, 52 (2), 70–71 

Sensoreinsatzplanung und Informationsfusion zur Umgebungsexploration
Heizmann, M.; Gheta, I.; Puente León, F.; Beyerer, J.
2010. tm - Technisches Messen, 77 (10), 558–567. doi:10.1524/teme.2010.0098 

Stereobasierte Regularisierung des deflektometrischen Rekonstruktionsproblems
Beyerer, J.; Werling, S.
2010. Forum Bildverarbeitung. Hrsg.: F. Puente León, 349–364, KIT Scientific Publishing 

Ein objektangepasstes Beleuchtungsverfahren für die automatische Sichtprüfung
Gruna, R.; Beyerer, J.
2010. Forum Bildverarbeitung. Hrsg.: F. Puente León, 313–324, KIT Scientific Publishing 

3D-Rekonstruktion aus kombinierten Stereo- und Spektralserien
Gheta, I.; Höfer, S.; Beyerer, J.; Heizmann, M.
2010. Forum Bildverarbeitung. Hrsg.: F. Puente León, 289–300, KIT Scientific Publishing 

Adaptive Segmentierung von gedruckten Punkt-Matrix-Zeichen aus Grauwertbildern
Grafmüller, M.; Beyerer, J.
2010. Forum Bildverarbeitung. Hrsg.: F. Puente León, 253–264, KIT Scientific Publishing 

Neuartige Strategie zur vollständigen Kalibrierung eines Sensorsystems zur automatischen Sichtprüfung spiegelnder Oberflächen
Höfer, S.; Beyerer, J.; Werling, S.
2010. Forum Bildverarbeitung. Hrsg.: F. Puente León, 25–34, KIT Scientific Publishing 

Information fusion for environment exploration
Gheta, I.; Puente León, F.; Beyerer, J.; Heizmann, M.
2010. Reports on industrial information technology. Vol. 12. Ed.: F. Puente León, 147–166, KIT Scientific Publishing 

Visuelle Perzeption und Anthropomatik
Beyerer, J.
2010. Mensch-Maschine-Systeme. Wissenschaftliches Kolloquium 5. März 2009, Fraunhofer IITB. Hrgs.: J. Geisler, 58–69, KIT Scientific Publishing 

Mensch-Maschine-Systeme : Wissenschaftliches Kolloquium 5. März 2009, Fraunhofer IITB
Geisler, J.; Beyerer, J.
2010. KIT Scientific Publishing. doi:10.5445/KSP/1000014541  

Kooperative Bewegungsplanung zur Unfallvermeidung im Straßenverkehr mit der Methode der elastischen Bänder
Frese, C.; Batz, T.; Beyerer, J.
2009. Autonome mobile Systeme 2009. 21. Fachgespräch, Karlsruhe, 3./4. Dezember 2009. Hrsg.: R. Dillmann, 193–200, Springer-Verlag 

Autonome Mobile Systeme 2009 : 21. Fachgespräch, Karlsruhe, 3./4. Dezember 2009
Dillmann, R.; Beyerer, J.
2009. (T. Gindele, Hrsg.), Springer-Verlag. doi:10.1007/978-3-642-10284-4 

Inspection of Specular and Partially Specular Surfaces
Werling, S.; Mai, M.; Heizmann, M.; Beyerer, J.
2009. Metrology and Measurement Systems, 16 (3), 415–431 

Data Association for Visual Multi-Target Tracking under Splits, Merges and Occlusions
Grinberg, M.; Ohr, F.; Beyerer, J.
2009. Autonome mobile Systeme 2009. 21. Fachgespräch, Karlsruhe, 3./4. Dezember 2009. Hrsg.: R. Dillmann, 9–16, Springer-Verlag 

Fast Invariant Contour-Based Classification of Hand Symbols for HCI
Beyerer, J.; Räpple, R.; Bader, T.
2009. Proceedings / Computer Analysis of Images and Patterns - 13th International Conference (CAIP 2009), September 2 - 4, 2009, Münster, Germany. Ed.: X. Jiang, 689–696, Springer-Verlag 

Feature-Based Probabilistic Data Association (FBPDA) for Visual Multi-Target Detection and Tracking under Occlusions and Split and Merge Effects
Beyerer, J.; Grinberg, M.; Ohr, F.
2009. ITSC 2009 - 12th International IEEE Conference on Intelligent Transportation Systems, 4 - 7 October 2009, St. Louis, Missouri, USA, 291–298, Institute of Electrical and Electronics Engineers (IEEE) 

Sicherheit: Systemanalyse und -design
Beyerer, J.; Geisler, J.; Dahlem, A.; Winzer, P.
2009. Sicherheitsforschung - Chancen und Perspektiven. Hrsg.: P. Winzer, 39–72, Springer-Verlag 

Security and Privacy Challenges in modern Surveillance Systems
Beyerer, J.; Vagts, H.
2009. Fraunhofer Symposium Future Security - 4th Security Research Conference, September 29th - October 1st 2009, Karlsruhe. Ed.: P. Elsner, 94–116, Fraunhofer Verlag 

Object-Oriented World Model for Surveillance Systems
Beyerer, J.; Vagts, H.; Emter, T.; Bauer, A.
2009. Fraunhofer Symposium Future Security - 4th Security Research Conference, September 29th - October 1st 2009, Karlsruhe. Ed.: P. Elsner, 339–345, Fraunhofer Verlag 

Privacy Enforcement in Surveillance Systems
Beyerer, J.; Vagts, H.; Emter, T.; Bauer, A.
2009. Fraunhofer Symposium Future Security - 4th Security Research Conference, September 29th - October 1st 2009, Karlsruhe. Ed.: P. Elsner, 375–382, Fraunhofer Verlag 

A local approach for focussed Bayesian fusion
Beyerer, J.; Sander, J.; Heizmann, M.; Goussev, I.
2009. Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications, 16 - 17 April 2009, Orlando, FL, United States. Ed.: B. V. Dasarathy, 73450N/1–12, Society of Photo-optical Instrumentation Engineers (SPIE) 

A local approach for Bayesian Fusion: Mathematical Analysis and Agent Based Conception
Beyerer, J.; Sander, J.
2009. Robotics and Autonomous Systems, 57 (3), 259–267 

Mehr wissen durch Fusion von Sensordaten
Beyerer, J.; Heizmann, M.; Puente León, F.
2009. QZ Qualität und Zuverlässigkeit, 54 (6), 35–39 

Recognition of dangerous situations within a cooperative group of vehicles
Beyerer, J.; Batz, T.; Watson, K.
2009. 2009 IEEE Intelligent Vehicles Symposium IV, 3 - 5 June 2009, Xi’an, China, 907–912, Institute of Electrical and Electronics Engineers (IEEE) 

Image evaluation and interpretation
Beyerer, J.; Heizmann, M.
2009. Technology Guide: Principles - Applications - Trends. Ed.: H.-J. Bullinger, 150–155, Springer-Verlag 

Sicherheitstechnik, Sicherheitssysteme und Sicherheitsforschung - Aktuelle Herausforderungen
Beyerer, J.
2009. Sicherheitsgewerbe und Sicherheitstechnik. Hrsg.: R. Stober, 1–10, Carl Heymanns Verlag GmbH 

Shape from Specular Reflection and Optical Flow
Beyerer, J.; Lellmann, J.; Balzer, J.; Rieder, A.
2008. International Journal of Computer Vision, 80 (2), 226–241 

Surface characterization by morphological filtering
Beyerer, J.; Puente León, F.
2008. Reports on Distributed Measurement Systems. Ed.: F. Puente León, 19–30, Shaker Verlag 

Next generation video surveillance systems
Beyerer, J.; Geisler, J.
2008. Fraunhofer Symposium Future Security - 3rd Security Research Conference, 10.- 11.09.2008, Karlsruhe. Ed.: K. Thoma, 155–160, Fraunhofer IRB Verlag 

Object Oriented Environment Model for Video Surveillance Systems
Beyerer, J.; Gheta, I.; Emter, T.
2008. Fraunhofer Symposium Future Security- 3rd Security Research Conference, 10.- 11.09.2008, Karlsruhe. Ed.: K. Thoma, 315–320, Fraunhofer IRB Verlag 

Informationserfassung aus Stereo- und Sprektralserien
Beyerer, J.; Gheta, I.; Heizmann, M.; Mathias, M.
2008. Tagungsband / XXII. Messtechnisches Symposium des Arbeitskreises der Hochschullehrer für Messtechnik e.V. , 11.- 13. September 2008, Dresden. Ed.: J. Czarske, 157–168, Shaker Verlag 

Object oriented environment model for autonomous systems
Beyerer, J.; Gheta, I.; Heizmann, M.
2008. SWIFT 2008 / Proceedings of the 2nd Skövde Workshop on Information Fusion Topics, November 4 - 6, 2008, Skövde, Sweden. Ed.: H. Boström, 9–12, Högskolan i Skövde 

Kooperative Verhaltensentscheidung für Gruppen kognitiver Automobile auf Grundlage des gemeinsamen Lagebilds
Beyerer, J.; Frese, C.; Batz, T.
2008. at - Automatisierungstechnik, 56 (12), 644–652 

Fusion kombinierter Stereo- und Fokusserien zur 3D-Rekonstruktion
Beyerer, J.; Heizmann, M.; Gheta, I.
2008. tm - Technisches Messen, 75 (7-8), 445–454 

Bayesian Methods for Image Fusion
Beyerer, J.; Sander, J.; Heizmann, M.; Gheta, I.
2008. Image Fusion: Algorithms and Applications. Ed.: T. Stathaki, 157–192, Elsevier 

Decreased Complexity and Increased Problem Specificity of Bayesian Fusion by Local Approaches
Beyerer, J.; Sander, J.
2008. Proceedings / 11th International Conference on Information Fusion, June 30 - July 03, 2008, Cologne, Germany, 1–8, IEEE Operations Center 

Bayesian Fusion of Multivariate Image Series to Obtain Depht Information
Beyerer, J.; Heizmann, M.; Gheta, I.
2008. Proceedings / 11th International Conference on Information Fusion, June 30 - July 03, 2008, Cologne, Germany, 1–7, IEEE Operations Center 

Image optimization via controlled active vision and image fusion
Beyerer, J.; Puente-León, F.
2008. Reports on distributed measurement systems. Ed.: F. Puente-León, 87–106, Shaker Verlag 

Life Cycle Management for Cooperative Groups of Cognitive Automobiles in a Distributed Environment
Beyerer, J.; Frese, C.; Batz, T.; Wieser, M.
2008. 2008 IEEE Intelligent Vehicles Symposium, 4 - 6 June 2008, Eindhoven, Netherlands, 1125–1130, IEEE Service Center 

Fusion of combined stereo and spectral series for obtaining 3D information
Beyerer, J.; Heizmann, M.; Gheta, I.; Mathias, M.
2008. Multisensor, multisource information fusion: Architectures, algorithms, and applications 2008, 18 - 20 March 2008, Orlando, FL, USA. Ed.: B. V. Dasarathy, 697406/1–10, Society of Photo-optical Instrumentation Engineers (SPIE) 

Sicherheitsforschung als umfassende Aufgabe
Beyerer, J.
2008. Strategie & Technik, 51 (3), 102–105 

A New Approach for Specular Surface Reconstruction Using Deflectometric Methods
Werling, S.; Balzer, J.; Beyerer, J.
2007. Informatik 2007 - Informatik trifft Logistik. Bd.1. Hrsg.: R. Koschke, 44–48, Gesellschaft für Informatik (GI) 

Unüberlegte Streuung. Interview: Sollte man Sicherheitslücken öffentlich machen
Beyerer, J.
2007. Technology Review, (12), 72–73 

A New Approach for Estimating Depht by Fusing Stereo and Defocus Information
Beyerer, J.; Heizmann, M.; Frese, C.; Gheta, I.
2007. Informatik 2007 - Informatik trifft Logistik. Bd.1. Hrsg.: R. Koschke, 26–31, Gesellschaft für Informatik (GI) 

Bildung kooperativer Gruppen kognitiver Automobile
Beyerer, J.; Frese, C.
2007. Autonome Mobile Systeme 2007 - 20. Fachgespräch, Kaiserslautern, 18./19. Oktober 2007. Hrsg.: K. Berns, 177–183, Springer-Verlag 

Bildfusion zur 3D-Rekonstruktion schwieriger Szenen
Beyerer, J.; Heizmann, M.; Gheta, I.
2007. Bildverarbeitung in der Mess- und Automatisierungstechnik. Hrsg.: F. Puente-Léon, 79–90, VDI Verlag 

Smarter Sensorkopf für das Rapid-Prototyping von automatischen Sichtprüfungssystemen für spiegelnde Oberflächen
Beyerer, J.; Werling, S.
2007. Bildverarbeitung in der Mess- und Automatisierungstechnik. Hrsg.: F. Puente-Léon, 237–246, VDI Verlag 

Über die Eindeutigkeit der stereo-regularisierten deflektometrischen Oberflächenrekonstruktion
Beyerer, J.; Balzer, J.; Dibbelt, J.
2007. Bildverarbeitung in der Mess- und Automatisierungstechnik. Hrsg.: F. Puente-Léon, 125–136, VDI Verlag 

Local Bayesian fusion realized via an agent based architecture
Beyerer, J.; Sander, J.
2007. Informatik 2007 - Informatik trifft Logistik. 37. Jahrestagung der Gesellschaft für Informatik e.V., 24. bis 27. September 2007, Bremen. Bd. 2. Hrsg.: R. Koschke, 95–99, Ges. für Informatik 

Sensorbeleuchtung - Diodenbeleuchtung - Bildgewinnung
Beyerer, J.; Längle, T.
2007. Handbuch zur industriellen Bildverarbeitung. Hrsg.: N. Bauer, 82–84, Fraunhofer IRB Verlag 

Entwicklung eines Marktes für Sicherheitstechnologien aus der Sicht der Forschung
Beyerer, J.
2007. Vortrag bei der Fachinformationstagung "Forschung und Technologie für Verteidigung und Sicherheit", 22.- 23.10.2007, Bonn, Report Verl