Thomas Pock

Univ.-Prof. Dipl.-Ing. Dr.techn.

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

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Approximating the Total Variation with Finite Differences or Finite Elements
Chambolle, A. & Pock, T., Jan 2021, Handbook of Numerical Analysis. Bonito, A. & Nochetto, R. H. (eds.). p. 383-417 35 p. (Handbook of Numerical Analysis; vol. 22).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
A convex variational model for learning convolutional image atoms from incomplete data
Chambolle, A., Pock, T. & Holler, M., 1 Apr 2020, In : Journal of Mathematical Imaging and Vision. 62, 3, p. 417-444 28 p.
Research output: Contribution to journal › Article

Open Access
An inverse Eikonal method for identifying ventricular activation sequences from epicardial activation maps
Grandits, T., Gillette, K., Neic, A., Bayer, J., Vigmond, E., Pock, T. & Plank, G., 15 Oct 2020, In : Journal of computational physics. 419, 109700.
Research output: Contribution to journal › Article
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems
Knöbelreiter, P., Sormann, C., Shekhovtsov, A., Fraundorfer, F. & Pock, T., 14 Jun 2020, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020. IEEEXplore, p. 7897-7906 10 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
BP-MVSNet: Belief-Propagation-Layers for Multi-View-Stereo
Sormann, C., Knöbelreiter, P., Kuhn, A., Rossi, M., Pock, T. & Fraundorfer, F., 25 Nov 2020, Proceedings of the International Conference on 3D Vision 2020. IEEEXplore
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

16 Talk at conference or symposium
9 Research at external institution
7 Membership of research network or expert group
6 Editorial activity
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Earliest Activation Site Identification through Geodesic Path Computation
Thomas Andreas Grandits (Speaker), Simone Pezzuto (Contributor), Thomas Pock (Contributor), Gernot Plank (Contributor), Rolf Krause (Contributor)
26 Aug 2020
Activity: Talk or presentation › Poster presentation › Science to science
Individualization of the conductivity tensor in atrial models based on intracardiac recordings
Thomas Andreas Grandits (Contributor), Jolijn M Lubrecht (Speaker), Ali Gharaviri (Contributor), Ulrich Schotten (Contributor), Thomas Pock (Contributor), Gernot Plank (Contributor), Rolf Krause (Contributor), Angelo Auricchio (Contributor), Simone Pezzuto (Contributor)
26 Aug 2020
Activity: Talk or presentation › Poster presentation › Science to science
PIEMAP: Personalized Inverse Eikonal Modelfrom cardiac Electro-Anatomical Maps
Thomas Andreas Grandits (Speaker), Simone Pezzuto (Contributor), Jolijn M Lubrecht (Contributor), Thomas Pock (Contributor), Gernot Plank (Contributor), Rolf Krause (Contributor)
4 Oct 2020
Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
Earliest Activation Site Identification through Geodesic Path Computation
Thomas Andreas Grandits (Speaker), Simone Pezzuto (Contributor), Thomas Pock (Contributor), Gernot Plank (Contributor), Rolf Krause (Contributor)
9 Dec 2019 → 10 Dec 2019
Activity: Talk or presentation › Poster presentation › Science to science
Learning better models for inverse problems in imaging
Thomas Pock (Speaker)
8 May 2018
Activity: Talk or presentation › Talk at conference or symposium › Science to science

Best Paper Award
Rene Ranftl (Recipient), Thomas Pock (Recipient) & Yunjin Chen (Recipient), 2014
Prize: Prizes / Medals / Awards
GCPR 2017 Best Paper Award
Erich Kobler (Recipient), Kerstin Hammernik (Recipient), Thomas Pock (Recipient) & Teresa Klatzer (Recipient), 15 Sep 2017
Prize: Prizes / Medals / Awards
GCPR 2018 Honorable Mention
Katrin Lasinger (Recipient), Christoph Vogel (Recipient), Thomas Pock (Recipient) & Konrad Schindler (Recipient), 2018
Prize: Prizes / Medals / Awards
GCPR Best Paper Award
Patrick Knöbelreiter (Recipient) & Thomas Pock (Recipient), 13 Sep 2019
Prize: Prizes / Medals / Awards
GCPR Honorable Mention
Gottfried Munda (Recipient), Oleksandr Shekhovtsov (Recipient), Patrick Knöbelreiter (Recipient) & Thomas Pock (Recipient), 15 Sep 2017
Prize: Prizes / Medals / Awards

5 Active
8 Finished

ReColour - Efficient colouring of films in cinema quality based on novel methods of machine learning
Pock, T.
1/01/20 → 31/12/22
Project: Research project
MIDAS-Inflammatory Mechanisms in Diabetoes Unvoverd by Tissue Imaging and Machine Learning
Pock, T.
1/01/20 → 31/12/22
Project: Research project
MikroMet-AI - Kl-based microstructure assessment of metallic surfaces
Pock, T.
1/01/20 → 31/12/21
Project: Research project
NIH - LOVIR - Learning an Optimized Variational Network for Medical Image Reconstruction
Pock, T.
1/10/18 → 30/06/21
Project: Research project
EU - HOMOVIS - High Level Prior Models for Computer Vision
Pock, T.
1/06/15 → 31/12/20
Project: Research project