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M. Kopaczka · SciRah

Researcher profile · Semantic Scholar

M. Kopaczka

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M. Kopaczka — researcher profile on SciRah

h-index: 13
Works: 40
Citations: 438

Most-cited papers

A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels
M. Kopaczka, Raphael Kolk, Justus Schock, F. Burkhard +1 more
2019IEEE Transactions on Instrumentation and Measurement62 citations
Semantic Scholar
A fully annotated thermal face database and its application for thermal facial expression recognition
M. Kopaczka, Raphael Kolk, D. Merhof
2018International Instrumentation and Measurement Technology Conference54 citations
Semantic Scholar
Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches
M. Kopaczka, Jan Nestler, D. Merhof
2017Advanced Concepts for Intelligent Vision Systems Conference33 citations
Semantic Scholar
Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models
M. Kopaczka, Kemal Acar, D. Merhof
2016VISIGRAPP31 citations Open access
Semantic Scholar
A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings
M. Kopaczka, Lukas Breuer, Justus Schock, D. Merhof
2019Italian National Conference on Sensors28 citations Open access
Semantic Scholar
Improvement of the Mouse Grimace Scale set-up for implementing a semi-automated Mouse Grimace Scale scoring (Part 1)
Lisa Ernst, M. Kopaczka, M. Schulz, S. Talbot +5 more
2019Laboratory Animals. Journal of the Laboratory Animal Science Association28 citations
Semantic Scholar
A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images
M. Kopaczka, Justus Schock, Jan Nestler, Kevin Kielholz +1 more
2018International Symposium on Telecommunications18 citations
Semantic Scholar
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, R. Tolba
2022European Surgical Research17 citations Open access
Semantic Scholar
Semi-automated generation of pictures for the Mouse Grimace Scale: A multi-laboratory analysis (Part 2)
Lisa Ernst, M. Kopaczka, M. Schulz, S. Talbot +11 more
2020Laboratory Animals. Journal of the Laboratory Animal Science Association17 citations Open access
Semantic Scholar
An unsupervised learning approach for tracking mice in an enclosed area
J. Unger, M. Mansour, M. Kopaczka, N. Gronloh +2 more
2017BMC Bioinformatics16 citations Open access
Semantic Scholar
Refining pain management in mice by comparing multimodal analgesia and NSAID monotherapy for neurosurgical procedures
Anna Munk, Vanessa Philippi, Verena Buchecker, M. Bankstahl +10 more
2024Scientific Reports15 citations Open access
Semantic Scholar
Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters
M. Kopaczka, Justus Schock, D. Merhof
2019arXiv.org15 citations
Semantic Scholar
Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks
Leon Weninger, M. Kopaczka, D. Merhof
2018International Instrumentation and Measurement Technology Conference14 citations
Semantic Scholar
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative
Justus Schock, M. Kopaczka, Benjamin Agthe, Jie Huang +7 more
2020ShapeMI@MICCAI13 citations
Semantic Scholar
Postoperative Severity Assessment in Sheep
E. Zentrich, Laura Wassermann, B. Struve, K. Selke +12 more
2022European Surgical Research10 citations Open access
Semantic Scholar
A model-specific simplification of the Mouse Grimace Scale based on the pain response of intraperitoneal CCl4 injections
Lisa Ernst, Stefan Bruch, M. Kopaczka, D. Merhof +3 more
2022Scientific Reports9 citations Open access
Semantic Scholar
Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images
Dennis Eschweiler, Tim Klose, F. Müller-Fouarge, M. Kopaczka +1 more
2019SASHIMI@MICCAI9 citations
Semantic Scholar
Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement
M. Kopaczka, O. Ozkan, D. Merhof
2017ICIAP Workshops9 citations
Semantic Scholar
Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods
M. Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock +2 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society8 citations
Semantic Scholar
Automatic Key Frame Extraction From Videos For Efficient Mouse Pain Scoring
M. Kopaczka, Lisa Ernst, Jakob Heckelmann, C. Schorn +2 more
2018SPIN7 citations
Semantic Scholar
Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice
M. Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing +3 more
2018VCBM@MICCAI5 citations
Semantic Scholar
Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods
M. Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz +1 more
2018International Conference on Pattern Recognition Applications and Methods5 citations
Semantic Scholar
Short oral presentation abstracts (OP01-OP19) (OP20)
M. Wiecheć, P. Podziemski, A. Nocun, K. Kubal +15 more
20193 citations
Semantic Scholar
Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition
M. Kopaczka, Marco Saggiomo, Moritz Güttler, T. Gries +1 more
2018International Conference on Pattern Recognition Applications and Methods3 citations Open access
Semantic Scholar
Automated enhancement and detection of stripe defects in large circular weft knitted fabrics
M. Kopaczka, Hanry Ham, K. Simonis, Raphael Kolk +1 more
2016IEEE International Conference on Emerging Technologies and Factory Automation3 citations
Semantic Scholar
Monoplanar CT Reconstruction with GANs
Justus Schock, Yu-Chia Lan, D. Truhn, M. Kopaczka +3 more
2022International Conference on Image Processing Theory Tools and Applications2 citations
Semantic Scholar
Towards Analysis of Mental Stress Using Thermal Infrared Tomography
M. Kopaczka, Thomas Jantos, D. Merhof
2018Bildverarbeitung für die Medizin2 citations
Semantic Scholar
A thermal Infrared Face Database and Active Appearance Model Based Face Detection in a System for Pain Assessment in Sedated Patients
M. Kopaczka, S. Leonhardt, N. Blanik, D. Merhof +5 more
20152 citations
Semantic Scholar
Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss
M. Kopaczka, Tobias Jacob, Lisa Ernst, M. Schulz +2 more
2020Bildverarbeitung für die Medizin1 citations
Semantic Scholar
A rib-specific multimodal registration algorithm for fused unfolded rib visualization using PET/CT
J. Kaftan, M. Kopaczka, A. Wimmer, G. Platsch +1 more
2014Medical Imaging1 citations
Semantic Scholar
Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks
M. Kopaczka, Lisa Ernst, M. Schulz, R. Tolba +1 more
2022Bildverarbeitung für die Medizin0 citations
Semantic Scholar
The Open Field test as a tool for behavior analysis in pigs - is a standardization of setup necessary? A systematic review
M. Schulz, L. Zieglowski, M. Kopaczka, R. Tolba
2021bioRxiv0 citations Open access
Semantic Scholar
Closing an Eye for the Reliability of Orbital Tightening in Pain Detection: A Model-Specific Simplification of the Mouse Grimace Scale
Lisa Ernst, Stefan Bruch, M. Kopaczka, D. Merhof +3 more
20210 citations Open access
Semantic Scholar
Semi-automated geometry-independent determination of the shape factor of non-circular fibers
I. Noll, M. Kopaczka, Oliver Rippel, D. Merhof +1 more
20200 citations
Semantic Scholar
Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks
M. Kopaczka, Justus Schock, Paul Kruse, D. Merhof
2020International Conference on Image Processing Theory Tools and Applications0 citations
Semantic Scholar
Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans
M. Kopaczka, Richard Lindenpütz, D. Truhn, M. Schulze-Hagen +1 more
2020Bildverarbeitung für die Medizin0 citations
Semantic Scholar
Robust Statistics for Feature-based Active Appearance Models
M. Kopaczka, Philipp Gräbel, D. Merhof
2018International Conference on E-Business and Telecommunication Networks0 citations Open access
Semantic Scholar
Robust Statistics for Feature-based Active Appearance Models.
M. Kopaczka, Philipp Gräbel, D. Merhof
20180 citations Open access
Semantic Scholar
An automated method for realistic face simulation and facial landmark annotation and its application to active appearance models
M. Kopaczka, C. Hensel, D. Merhof
2016International Conference on Image Processing Theory Tools and Applications0 citations
Semantic Scholar
Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma
Peter Faltin, T. Kraus, M. Kopaczka, D. Merhof
2016VISIGRAPP0 citations Open access
Semantic Scholar

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