Justus Schock

Curriculum Vitae

Okt 2019 – Sep 2022	Research Scientist, Chair of Imaging and Computer Vision, RWTH Aachen
Apr 2019 – Sep 2019	Praktikum Corporate Research, Robert Bosch GmbH, Renningen
Okt 2017 – Aug 2019	M.Sc. Electrical Engineering, Information Technology, and Computer Engineering, RWTH Aachen university, Germany
Okt 2014 – Sep 2017	B.Sc. Electrical Engineering, Information Technology, and Computer Engineering, RWTH Aachen university, Germany

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Research Field

Automatisierte Analyse radiologischer Bilddaten

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Publications

 

Journal publications

2020

James M. Dawson, Timothy A. Davis, Edward L. Gomez, Justus Schock, Nikki Zabel Thomas G. Williams Using machine learning to study the kinematics of cold gas in galaxies In: Monthly Notices of the Royal Astronomical Society

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  2019article

  Christoph Haarburger, Justus Schock, Michael Baumgartner, Oliver Rippel and Dorit Merhof

  Delira: A High-Level Framework for Deep Learning in Medical Image Analysis

  In: Journal of Open Source Software

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  2019article

  Marcin Kopaczka, Lukas Breuer, Justus Schock and Dorit Merhof

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

  In: Sensors

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  2019article

  Marcin Kopaczka, Raphael Kolk, Justus Schock, Felix Burkhard and Dorit Merhof

  A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels

  In: IEEE Transactions on Instrumentation and Measurement, S. 1-13

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Conference publications

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  2020inproceedings

  Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Gustav Mueller-Franzes, Leon Weninger and Dorit Merhof

  Radiomic Feature Stability Analysis based on Probabilistic Segmentations

  In: IEEE International Symposium on Biomedical Imaging (ISBI)

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  2019inproceedings

  Marcin Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock, René H. Tolba and Dorit Merhof

  Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods

  In: International Engineering in Medicine and Biology Conference (EMBC)

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  2019inproceedings

  Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier and Dorit Merhof

  Combined Learning for Similar Tasks with Domain-Switching Networks

  In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), S. (accepted)

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  2018inproceedings

  Marcin Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing, Alexander Guth, René H. Tolba and Dorit Merhof

  Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice (Short Paper)

  In: Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

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  2018inproceedings

  Marcin Kopaczka, Justus Schock, Jan Nestler, Kevin Kielholz and Dorit Merhof

  A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images

  In: IEEE International Conference on Imaging Systems and Techniques (IST)

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