Marcin Kopaczka

31 papers B 2C 2Journal 6Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Eye on the Target: Eye Tracking Meets Rodent Tracking. CoRR Emil Mededovic, Yuli Wu, Henning Konermann, Marcin Kopaczka, Mareike Schulz, René Tolba, Johannes Stegmaier
2025	—	`conf`	No Free Lunch in Annotation Either: An Objective Evaluation of Foundation Models for Streamlining Annotation in Animal Tracking. ISBI Emil Mededovic, Valdy Laurentius, Yuli Wu, Marcin Kopaczka, Zhu Chen, Mareike Schulz, René Tolba, Johannes Stegmaier
2025	J	`jnl`	No Free Lunch in Annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking. CoRR Emil Mededovic, Valdy Laurentius, Yuli Wu, Marcin Kopaczka, Zhu Chen, Mareike Schulz, René Tolba, Johannes Stegmaier
2022	—	`conf`	Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks. Bildverarbeitung für die Medizin Marcin Kopaczka, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
2022	—	`conf`	Monoplanar CT Reconstruction with GANs. IPTA Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, Dorit Merhof
2020	—	`conf`	A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative. ShapeMI@MICCAI Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Paul Kruse, Daniel Truhn, Stefan Conrad, Gerald Antoch, Christiane Kuhl, Sven Nebelung, Dorit Merhof
2020	—	`conf`	Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks. IPTA Marcin Kopaczka, Justus Schock, Paul Kruse, Dorit Merhof
2020	—	`conf`	Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans. Bildverarbeitung für die Medizin Marcin Kopaczka, Richard Lindenpütz, Daniel Truhn, Maximilian Schulze-Hagen, Dorit Merhof
2020	—	`conf`	Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss. Bildverarbeitung für die Medizin Marcin Kopaczka, Tobias Jacob, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
2019	J	`jnl`	A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings. Sensors Marcin Kopaczka, Lukas Breuer, Justus Schock, Dorit Merhof
2019	J	`jnl`	A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels. IEEE Trans. Instrum. Meas. Marcin Kopaczka, Raphael Kolk, Justus Schock, Felix Burkhard, Dorit Merhof
2019	—	`conf`	Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods. EMBC Marcin Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock, René Tolba, Dorit Merhof
2019	J	`jnl`	Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters. CoRR Marcin Kopaczka, Justus Schock, Dorit Merhof
2019	—	`conf`	Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images. SASHIMI@MICCAI Dennis Eschweiler, Tim Klose, Florian Nicolas Müller-Fouarge, Marcin Kopaczka, Johannes Stegmaier
2018	—	`conf`	A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images. IST Marcin Kopaczka, Justus Schock, Jan Nestler, Kevin Kielholz, Dorit Merhof
2018	—	`conf`	A fully annotated thermal face database and its application for thermal facial expression recognition. I2MTC Marcin Kopaczka, Raphael Kolk, Dorit Merhof
2018	—	`conf`	Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks. I2MTC Leon Weninger, Marcin Kopaczka, Dorit Merhof
2018	—	`conf`	Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods. ICPRAM (Revised Selected Papers) Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz, Dorit Merhof
2018	C	`conf`	Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition. ICPRAM Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Thomas Gries, Dorit Merhof
2018	—	`conf`	Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice. VCBM@MICCAI Marcin Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing, Alexander Guth, René Tolba, Dorit Merhof
2018	—	`conf`	Robust Statistics for Feature-based Active Appearance Models. ICETE (1) Marcin Kopaczka, Philipp Gräbel, Dorit Merhof
2018	—	`conf`	Towards Analysis of Mental Stress Using Thermal Infrared Tomography. Bildverarbeitung für die Medizin Marcin Kopaczka, Thomas Jantos, Dorit Merhof
2017	J	`jnl`	An unsupervised learning approach for tracking mice in an enclosed area. BMC Bioinform. Jakob Unger, Mike Mansour, Marcin Kopaczka, Nina Gronloh, Marc Spehr, Dorit Merhof
2017	B	`conf`	Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches. ACIVS Marcin Kopaczka, Jan Nestler, Dorit Merhof
2017	—	`conf`	Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement. ICIAP Workshops Marcin Kopaczka, Özcan Özkan, Dorit Merhof
2016	—	`conf`	An automated method for realistic face simulation and facial landmark annotation and its application to active appearance models. IPTA Marcin Kopaczka, Carlo Hensel, Dorit Merhof
2016	C	`conf`	Automated enhancement and detection of stripe defects in large circular weft knitted fabrics. ETFA Marcin Kopaczka, Hanry Ham, Kristina Simonis, Raphael Kolk, Dorit Merhof
2016	—	`conf`	Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma. VISIGRAPP (2: IVAPP) Peter Faltin, Thomas Kraus, Marcin Kopaczka, Dorit Merhof
2016	—	`conf`	Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models. VISIGRAPP (4: VISAPP) Marcin Kopaczka, Kemal Acar, Dorit Merhof
2014	B	`conf`	A rib-specific multimodal registration algorithm for fused unfolded rib visualization using PET/CT. Image Processing Jens N. Kaftan, Marcin Kopaczka, Andreas Wimmer, Günther Platsch, Jérôme Declerck
2014	—	`conf`	Multimodale Bildregistrierung für die effiziente Beurteilung von Rippenläsionen in PET/CT-Daten. Bildverarbeitung für die Medizin Marcin Kopaczka, Andreas Wimmer, Peter Faltin, Günther Platsch, Jens N. Kaftan