Marcin Kopaczka
Orcid: 0000-0002-3695-4696
According to our database1,
Marcin Kopaczka
authored at least 29 papers
between 2014 and 2025.
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Bibliography
2025
No Free Lunch in Annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking.
CoRR, February, 2025
2022
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022
Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
2020
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020
Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss.
Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020
2019
IEEE Trans. Instrum. Meas., 2019
A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings.
Sensors, 2019
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters.
CoRR, 2019
Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019
Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice.
Proceedings of the 8th Eurographics Workshop on Visual Computing for Biology and Medicine, 2018
A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods.
Proceedings of the Pattern Recognition Applications and Methods, 2018
Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018
Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
A fully annotated thermal face database and its application for thermal facial expression recognition.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
BMC Bioinform., 2017
Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
An automated method for realistic face simulation and facial landmark annotation and its application to active appearance models.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016
Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016
Automated enhancement and detection of stripe defects in large circular weft knitted fabrics.
Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016
2014
A rib-specific multimodal registration algorithm for fused unfolded rib visualization using PET/CT.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Multimodale Bildregistrierung für die effiziente Beurteilung von Rippenläsionen in PET/CT-Daten.
Proceedings of the Bildverarbeitung für die Medizin 2014, Algorithmen - Systeme, 2014