Justus Schock

Orcid: 0000-0003-0512-3053

According to our database1, Justus Schock authored at least 17 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
TorchMetrics - Measuring Reproducibility in PyTorch.
J. Open Source Softw., 2022

Probabilistic Image Diversification to Improve Segmentation in 3D Microscopy Image Data.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

Monoplanar CT Reconstruction with GANs.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

2021
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., 2021

2020
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative.
Proceedings of the Shape in Medical Imaging - International Workshop, 2020

Adaptive Preprocessing for Generalization in Cardiac MR Image Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020

Radiomic Feature Stability Analysis Based on Probabilistic Segmentations.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2019
A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels.
IEEE Trans. Instrum. Meas., 2019

A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings.
Sensors, 2019

Delira: A High-Level Framework for Deep Learning in Medical Image Analysis.
J. Open Source Softw., 2019

Radiomic Feature Stability Analysis based on Probabilistic Segmentations.
CoRR, 2019

Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters.
CoRR, 2019

Combined Learning for Similar Tasks with Domain-Switching Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice.
Proceedings of the 8th Eurographics Workshop on Visual Computing for Biology and Medicine, 2018

A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018


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