Thomas Pock

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

20042020
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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.

  • 3 Similar Profiles
Optical flows Engineering & Materials Science
Image reconstruction Engineering & Materials Science
Cameras Engineering & Materials Science
Neural networks Engineering & Materials Science
Computer vision Engineering & Materials Science
Image processing Engineering & Materials Science
Magnetic resonance Engineering & Materials Science
Image Restoration Mathematics

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Research Output 2004 2019

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

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

Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction

Knoll, F., Hammernik, K., Zhang, C., Moeller, S., Pock, T., Sodickson, D. K. & Akcakaya, M., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearch

Magnetic resonance
Image reconstruction
Imaging techniques
Learning systems
Neural networks

Determination of the moisture change behavior of cross-laminated timber using an optical flow based computer vision technique

Hofinger, M., Pock, T. & Moosbrugger, T., 2019, In : Wood Material Science and Engineering. 14, 5, p. 332-341

Research output: Contribution to journalArticleResearchpeer-review

Optical flows
Timber
Computer vision
Moisture
Swelling

Fast Decomposable Submodular Function Minimization using Constrained Total Variation

Kumar, KS., Bach, F. & Pock, T., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Set theory

Activities 2009 2018

Learning better models for inverse problems in imaging

Thomas Pock (Speaker)
15 Jun 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

From variational models to variational networks

Thomas Pock (Speaker)
6 Mar 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Learning better models for inverse problems in imaging

Thomas Pock (Speaker)
29 Jun 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Deep Learning: Everything You Want to Know Nuts & Bolts: How Does DL Work?

Thomas Pock (Speaker)
16 Jun 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Learning better models for inverse problems in imaging

Thomas Pock (Speaker)
7 Jun 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

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

Magna cum Laude Merit Award

Kerstin Hammernik (Recipient), Florian Knoll (Recipient), Daniel Sodickson (Recipient) & Thomas Pock (Recipient), 22 Apr 2016

Prize: Prizes / Medals / Awards

Projects 2004 2020