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ORCIDMarcin Kopaczka
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Journal Articles
- 2019
[j3]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): 4135 (2019)- [j2]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): 1389-1401 (2019) - 2017
- [j1]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): 272:1-272:14 (2017)
Conference and Workshop Papers
- 2022
- [c24]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: 229-234 - [c23]Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, Dorit Merhof:
Monoplanar CT Reconstruction with GANs. IPTA 2022: 1-6 - 2020
- [c22]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: 55-60 - [c21]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: 242-247 - [c20]Marcin Kopaczka, Justus Schock, Paul Kruse, Dorit Merhof:
Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks. IPTA 2020: 1-6 - [c19]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: 85-94 - 2019
- [c18]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: 3673-3676 - [c17]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: 81-89 - 2018
- [c16]Marcin Kopaczka, Thomas Jantos, Dorit Merhof:
Towards Analysis of Mental Stress Using Thermal Infrared Tomography. Bildverarbeitung für die Medizin 2018: 157-162 - [c15]Marcin Kopaczka, Raphael Kolk, Dorit Merhof:
A fully annotated thermal face database and its application for thermal facial expression recognition. I2MTC 2018: 1-6 - [c14]Leon Weninger, Marcin Kopaczka, Dorit Merhof:
Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks. I2MTC 2018: 1-6 - [c13]Marcin Kopaczka, Philipp Gräbel, Dorit Merhof:
Robust Statistics for Feature-based Active Appearance Models. ICETE (1) 2018: 587-592 - [c12]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: 124-132 - [c11]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: 141-163 - [c10]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: 1-6 - [c9]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: 101-106 - 2017
- [c8]Marcin Kopaczka, Jan Nestler, Dorit Merhof:
Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches. ACIVS 2017: 518-529 - [c7]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: 163-170 - 2016
- [c6]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: 1-4 - [c5]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: 235-245 - [c4]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: 1-6 - [c3]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: 150-158 - 2014
- [c2]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: 54-59 - [c1]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: 90341C
Informal and Other Publications
- 2019
- [i1]Marcin Kopaczka, Justus Schock, Dorit Merhof:
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters. CoRR abs/1902.03459 (2019)
Coauthor Index
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