Erich Kobler

Dipl.-Ing., BSc

Graz University of Technology, Institute of Computer Graphics and Vision (7100)

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10 Article
8 Conference contribution
2 Abstract
2 Paper
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- 1 Master's Thesis

Image Morphing in Deep Feature Spaces: Theory and Applications
Effland, A., Kobler, E., Pock, T., Rajkovic, M. & Rumpf, M., Feb 2021, In : Journal of Mathematical Imaging and Vision. 63, 2, p. 309-327 19 p.
Research output: Contribution to journal › Article

Open Access
Accelerating Prostate Diffusion-weighted MRI Using a Guided Denoising Convolutional Neural Network: Retrospective Feasibility Study
Kaye, E., A Aherne, E., Duzgol, C., Häggström, I., Kobler, E., Mazaheri, Y., M Fung, M., Zhang, Z., Otazo, R., A Vargas, H. & Akin, O., 26 Aug 2020, In : Radiology: Artificial Intelligence. p. e200007
Research output: Contribution to journal › Article
Real-World Video Restoration using Noise2Noise
Zach, M. & Kobler, E., 2020, Joint Austrian Computer Vision and Robotics Workshop 2020. Verlag der Technischen Universität Graz, p. 145-150 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
Shared Prior Learning of Energy-Based Models for Image Reconstruction
Pinetz, T., Kobler, E., Pock, T. & Effland, A., 12 Nov 2020, In : arXiv.org e-Print archive.
Research output: Contribution to journal › Article
Total Deep Variation: A Stable Regularizer for Inverse Problems
Kobler, E., Pock, T., Effland, A. & Kunisch, K., 15 Jun 2020, In : arXiv.org e-Print archive.
Research output: Contribution to journal › Article

5 Invited talk at conference or symposium
2 Talk at conference or symposium
1 Research at external institution

Total Deep Variation for Linear Inverse Problems
Erich Kobler (Speaker)
17 Jun 2020
Activity: Talk or presentation › Talk at conference or symposium › Science to science
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration
Erich Kobler (Speaker)
19 Jul 2019
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Learning for Compressed Sensing CT Reconstruction
Erich Kobler (Speaker)
7 Jun 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Variational networks: connecting variational methods and deep learning
Erich Kobler (Speaker)
19 Mar 2018 → 23 Mar 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science
Deep regularization for medical image analysis
Erich Kobler (Speaker)
5 Jun 2018
Activity: Talk or presentation › Invited talk at conference or symposium › Science to science

GCPR 2017 Best Paper Award
Erich Kobler (Recipient), Kerstin Hammernik (Recipient), Thomas Pock (Recipient) & Teresa Klatzer (Recipient), 15 Sep 2017
Prize: Prizes / Medals / Awards
Summa cum Laude Merit Award
Kerstin Hammernik (Recipient), Erich Kobler (Recipient), Thomas Pock (Recipient), Michael P Recht (Recipient), Daniel K Sodickson (Recipient) & Florian Knoll (Recipient), 2018
Prize: Prizes / Medals / Awards