Thomas Pock

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

20042022
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Fingerprint Dive into the research topics where Thomas Pock is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 2 Similar Profiles
Optical flows Engineering & Materials Science
Image reconstruction Engineering & Materials Science
Cameras Engineering & Materials Science
Neural networks Engineering & Materials Science
Image processing Engineering & Materials Science
Computer vision Engineering & Materials Science
Magnetic resonance Engineering & Materials Science
Gradient methods Engineering & Materials Science

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Research Output 2004 2019

3D Fluid Flow Estimation with Integrated Particle Reconstruction

Lasinger, K., Vogel, C., Pock, T. & Schindler, K., 1 Jan 2019, Pattern Recognition - 40th German Conference, GCPR 2018, Proceedings. Fritz, M., Bruhn, A. & Brox, T. (eds.). Springer-Verlag Italia, p. 315-332 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11269 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Fluid Flow
Flow of fluids
Motion estimation
Fluids
Motion

Adaptive FISTA for nonconvex optimization

Ochs, P. & Pock, T., 1 Jan 2019, In : SIAM Journal on Optimization. 29, 4, p. 2482-2503 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Proximal Methods
Gradient methods
Nonconvex Optimization
Newton-Raphson method
Quasi-Newton Method

An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration

Effland, A., Kobler, E., Kunisch, K. & Pock, T., 2019, (Submitted) In : Journal of Mathematical Imaging and Vision. 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Early Stopping
Image denoising
Gradient Flow
Image Restoration
optimal control

Combining Variational Optimization and Deep Learning for efficient ASL image quality enhancement

Schwarzbach, M., Spann, S. M., Hammernik, K., Aigner, C. S., Pock, T. & Stollberger, R., 2019, Magnetic Resonance Materials in Physics, Biology and Medicine.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization

Mukkamala, M. C., Ochs, P., Pock, T. & Sabach, S., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Extrapolation
Gradient methods
Learning systems
Image processing
Experiments

Activities 2009 2019

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 201910 Dec 2019

Activity: Talk or presentationPoster presentationScience to science

Total Roto-translational Variation

Thomas Pock (Speaker)
22 Mar 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Variational models for Computer Vi- sion Handcrafting vs. Learning

Thomas Pock (Speaker)
1 Mar 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Learning using discrete labeling models

Thomas Pock (Speaker)
6 Jun 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Learning with Structured Models

Thomas Pock (Speaker)
5 Dec 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Prizes

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

Honourable Mention Award

Martin Urschler (Recipient), Thomas Ebner (Recipient), Darko Stern (Recipient), Thomas Pock (Recipient) & Kerstin Hammernik (Recipient), 14 Sep 2014

Prize: Prizes / Medals / Awards

Projects 2004 2022