Justus Schock

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 17

Top Topics

Thermal Infrared

Convolutional Neural Networks

Top Venues

J. Open Source Softw.

Publications

Dennis Eschweiler, Justus Schock, Johannes Stegmaier
Probabilistic Image Diversification to Improve Segmentation in 3D Microscopy Image Data. SASHIMI@MICCAI (2022)
Nicki Skafte Detlefsen, Jirí Borovec, Justus Schock, Ananya Harsh Jha, Teddy Koker, Luca Di Liello, Daniel Stancl, Changsheng Quan, Maxim Grechkin, William Falcon
TorchMetrics - Measuring Reproducibility in PyTorch. J. Open Source Softw. 7 (69) (2022)
Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, Dorit Merhof
Monoplanar CT Reconstruction with GANs. IPTA (2022)
Jianzhang Li, Sven Nebelung, Justus Schock, Björn Rath, Markus Tingart, Yu Liu, Nad Siroros, Jörg Eschweiler
A Novel Combined Level Set Model for Carpus Segmentation from Magnetic Resonance Images with Prior Knowledge aligned in Polar Coordinate System. Comput. Methods Programs Biomed. 208 (2021)
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)
Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Gustav Mueller-Franzes, Leon Weninger, Dorit Merhof
Radiomic Feature Stability Analysis Based on Probabilistic Segmentations. ISBI (2020)
Firas Khader, Justus Schock, Daniel Truhn, Fabian Morsbach, Christoph Haarburger
Adaptive Preprocessing for Generalization in Cardiac MR Image Segmentation. M&Ms and EMIDEC/STACOM@MICCAI (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)
Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Leon Weninger, Dorit Merhof
Radiomic Feature Stability Analysis based on Probabilistic Segmentations. CoRR (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)
Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier, Dorit Merhof
Combined Learning for Similar Tasks with Domain-Switching Networks. MICCAI (5) (2019)
Christoph Haarburger, Justus Schock, Michael Baumgartner, Oliver Rippel, Dorit Merhof
Delira: A High-Level Framework for Deep Learning in Medical Image Analysis. J. Open Source Softw. 4 (38) (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, 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)