Marcin Kopaczka

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 26

Top Topics

Thermal Infrared

Facial Expression Recognition

Convolutional Neural Networks

Top Venues

Bildverarbeitung für die Medizin

Publications

Marcin Kopaczka, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks. Bildverarbeitung für die Medizin (2022)
Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, Dorit Merhof
Monoplanar CT Reconstruction with GANs. IPTA (2022)
Marcin Kopaczka, Justus Schock, Paul Kruse, Dorit Merhof
Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks. IPTA (2020)
Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Paul Kruse, Daniel Truhn, Stefan Conrad, Gerald Antoch, Christiane Kuhl, Sven Nebelung, Dorit Merhof
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative. ShapeMI@MICCAI (2020)
Marcin Kopaczka, Richard Lindenpütz, Daniel Truhn, Maximilian Schulze-Hagen, Dorit Merhof
Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans. Bildverarbeitung für die Medizin (2020)
Marcin Kopaczka, Tobias Jacob, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss. Bildverarbeitung für die Medizin (2020)
Marcin Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock, René Tolba, Dorit Merhof
Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods. EMBC (2019)
Dennis Eschweiler, Tim Klose, Florian Nicolas Müller-Fouarge, Marcin Kopaczka, Johannes Stegmaier
Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images. SASHIMI@MICCAI (2019)
Marcin Kopaczka, Justus Schock, Dorit Merhof
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters. CoRR (2019)
Marcin Kopaczka, Raphael Kolk, Justus Schock, Felix Burkhard, Dorit Merhof
A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels. IEEE Trans. Instrum. Meas. 68 (5) (2019)
Marcin Kopaczka, Lukas Breuer, Justus Schock, Dorit Merhof
A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings. Sensors 19 (19) (2019)
Marcin Kopaczka, Justus Schock, Jan Nestler, Kevin Kielholz, Dorit Merhof
A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images. IST (2018)
Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz, Dorit Merhof
Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods. ICPRAM (Revised Selected Papers) (2018)
Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Thomas Gries, Dorit Merhof
Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition. ICPRAM (2018)
Leon Weninger, Marcin Kopaczka, Dorit Merhof
Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks. I2MTC (2018)
Marcin Kopaczka, Philipp Gräbel, Dorit Merhof
Robust Statistics for Feature-based Active Appearance Models. ICETE (1) (2018)
Marcin Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing, Alexander Guth, René Tolba, Dorit Merhof
Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice. VCBM@MICCAI (2018)
Marcin Kopaczka, Thomas Jantos, Dorit Merhof
Towards Analysis of Mental Stress Using Thermal Infrared Tomography. Bildverarbeitung für die Medizin (2018)
Marcin Kopaczka, Raphael Kolk, Dorit Merhof
A fully annotated thermal face database and its application for thermal facial expression recognition. I2MTC (2018)
Marcin Kopaczka, Özcan Özkan, Dorit Merhof
Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement. ICIAP Workshops (2017)
Marcin Kopaczka, Jan Nestler, Dorit Merhof
Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches. ACIVS (2017)
Jakob Unger, Mike Mansour, Marcin Kopaczka, Nina Gronloh, Marc Spehr, Dorit Merhof
An unsupervised learning approach for tracking mice in an enclosed area. BMC Bioinform. 18 (1) (2017)
Marcin Kopaczka, Hanry Ham, Kristina Simonis, Raphael Kolk, Dorit Merhof
Automated enhancement and detection of stripe defects in large circular weft knitted fabrics. ETFA (2016)
Marcin Kopaczka, Carlo Hensel, Dorit Merhof
An automated method for realistic face simulation and facial landmark annotation and its application to active appearance models. IPTA (2016)
Marcin Kopaczka, Kemal Acar, Dorit Merhof
Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models. VISIGRAPP (4: VISAPP) (2016)
Peter Faltin, Thomas Kraus, Marcin Kopaczka, Dorit Merhof
Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma. VISIGRAPP (2: IVAPP) (2016)
Jens N. Kaftan, Marcin Kopaczka, Andreas Wimmer, Günther Platsch, Jérôme Declerck
A rib-specific multimodal registration algorithm for fused unfolded rib visualization using PET/CT. Medical Imaging: Image Processing (2014)
Marcin Kopaczka, Andreas Wimmer, Peter Faltin, Günther Platsch, Jens N. Kaftan
Multimodale Bildregistrierung für die effiziente Beurteilung von Rippenläsionen in PET/CT-Daten. Bildverarbeitung für die Medizin (2014)