M.Sc.

Justus Schock

wissenschaftlicher Mitarbeiter

 137
 +49 241 80 27860
 +49 241 80 22200
 justus.schock@lfb.rwth-aachen.de


Curriculum Vitae

Okt 2019 – Sep 2022
 Wissenschaftlicher Mitarbeiter, Lehrstuhl für Bildverarbeitung, RWTH Aachen
Apr 2019 – Sep 2019 Praktikum Corporate Research, Robert Bosch GmbH, Renningen
Okt 2017 – Aug 2019 M.Sc. Elektrotechnik, Informationstechnik & Technische Informationstechnik, RWTH Aachen
Okt 2014 – Sep 2017 B.Sc. Elektrotechnik, Informationstechnik & Technische Informationstechnik, RWTH Aachen

Forschungsgebiet

Automatisierte Analyse radiologischer Bilddaten

Veröffentlichungen

 

Journal-Veröffentlichungen

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

2019

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

2019

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

2019

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

Konferenz-Veröffentlichungen

2020

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)

2019

Marcin Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock, Ren'e 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)

2019

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)

2018

Marcin Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing, Alexander Guth, René H. Tolba, 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)

2018

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)