| A thermal infrared face database with facial landmarks and emotion labels M Kopaczka, R Kolk, J Schock, F Burkhard, D Merhof IEEE Transactions on Instrumentation and Measurement 68 (5), 1389-1401, 2018 | 65 | 2018 |
| A fully annotated thermal face database and its application for thermal facial expression recognition M Kopaczka, R Kolk, D Merhof 2018 IEEE international instrumentation and measurement technology …, 2018 | 58 | 2018 |
| Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models M Kopaczka, K Acar, D Merhof VISAPP 2016, 150-158, 2016 | 41 | 2016 |
| Face detection in thermal infrared images: A comparison of algorithm-and machine-learning-based approaches M Kopaczka, J Nestler, D Merhof Advanced Concepts for Intelligent Vision Systems: 18th International …, 2017 | 36 | 2017 |
| A modular system for detection, tracking and analysis of human faces in thermal infrared recordings M Kopaczka, L Breuer, J Schock, D Merhof Sensors 19 (19), 4135, 2019 | 24 | 2019 |
| A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images M Kopaczka, J Schock, J Nestler, K Kielholz, D Merhof 2018 IEEE International Conference on Imaging Systems and Techniques (IST), 1-6, 2018 | 24 | 2018 |
| An unsupervised learning approach for tracking mice in an enclosed area J Unger, M Mansour, M Kopaczka, N Gronloh, M Spehr, D Merhof BMC bioinformatics 18, 1-14, 2017 | 23 | 2017 |
| Improvement of the Mouse Grimace Scale set-up for implementing a semi-automated Mouse Grimace Scale scoring (Part 1) L Ernst, M Kopaczka, M Schulz, SR Talbot, L Zieglowski, M Meyer, ... Laboratory animals 54 (1), 83-91, 2020 | 20 | 2020 |
| Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks L Weninger, M Kopaczka, D Merhof 2018 IEEE International Instrumentation and Measurement Technology …, 2018 | 19 | 2018 |
| Semi-automated generation of pictures for the Mouse Grimace Scale: A multi-laboratory analysis (Part 2) L Ernst, M Kopaczka, M Schulz, SR Talbot, B Struve, C Haeger, A Bleich, ... Laboratory animals 54 (1), 92-98, 2020 | 14 | 2020 |
| Face tracking and respiratory signal analysis for the detection of sleep apnea in thermal infrared videos with head movement M Kopaczka, O Oezkan, D Merhof New Trends in Image Analysis and Processing–ICIAP 2017: ICIAP International …, 2017 | 14 | 2017 |
| Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters M Kopaczka, J Schock, D Merhof arXiv preprint arXiv:1902.03459, 2019 | 12 | 2019 |
| Towards annotation-free segmentation of fluorescently labeled cell membranes in confocal microscopy images D Eschweiler, T Klose, FN Müller-Fouarge, M Kopaczka, J Stegmaier Simulation and Synthesis in Medical Imaging: 4th International Workshop …, 2019 | 12 | 2019 |
| A method for semantic knee bone and cartilage segmentation with deep 3D shape fitting using data from the osteoarthritis initiative J Schock, M Kopaczka, B Agthe, J Huang, P Kruse, D Truhn, S Conrad, ... Shape in Medical Imaging: International Workshop, ShapeMI 2020, Held in …, 2020 | 11 | 2020 |
| Assessment of laboratory mouse activity in video recordings using deep learning methods M Kopaczka, D Tillmann, L Ernst, J Schock, R Tolba, D Merhof 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 8 | 2019 |
| Automatic key frame extraction from videos for efficient mouse pain scoring M Kopaczka, L Ernst, J Heckelmann, C Schorn, R Tolba, D Merhof 2018 5th International Conference on Signal Processing and Integrated …, 2018 | 7 | 2018 |
| The Open Field Test as a Tool for Behaviour Analysis in Pigs: Recommendations for Set-Up Standardization–A Systematic Review M Schulz, L Zieglowski, M Kopaczka, RH Tolba European Surgical Research 64 (1), 7-26, 2023 | 6 | 2023 |
| A model-specific simplification of the Mouse Grimace Scale based on the pain response of intraperitoneal CCl4 injections L Ernst, S Bruch, M Kopaczka, D Merhof, A Bleich, RH Tolba, SR Talbot Scientific Reports 12 (1), 10910, 2022 | 6 | 2022 |
| Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods M Kopaczka, M Saggiomo, M Güttler, K Kielholz, D Merhof Pattern Recognition Applications and Methods: 7th International Conference …, 2019 | 5 | 2019 |
| Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition. M Kopaczka, M Saggiomo, M Güttler, T Gries, D Merhof ICPRAM, 124-132, 2018 | 5 | 2018 |
