Concepedia

Thomas Pock

TP

99

Publications

19.1K

Citations

50

H-Index

2004

Active since

Affiliations

Graz University of Technology(Current)

Austrian Institute of Technology

University of Graz

University of Bonn

Medical University of Graz

Thomas Pock is an author at Graz University of Technology specializing in engineering, image analysis, and computer vision.

Top concepts

EngineeringImage AnalysisComputer VisionInverse ProblemsMachine VisionMedical Image ComputingComputational GeometryComputer ScienceMachine LearningDeep Learning

Publications per year

2004–2024

99

Publications

99

A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging

Antonin Chambolle, Thomas Pock · Journal of Mathematical Imaging and Vision · 2010 · 4.3K citations

Numerical Analysis, Mathematical Programming, Image Reconstruction +14

Learning a variational network for reconstruction of accelerated MRI data

Kerstin Hammernik, Teresa Klatzer, Erich Kobler et al. · Magnetic Resonance in Medicine · 2017 · 1.6K citations

Total Generalized Variation

Kristian Bredies, Karl Kunisch, Thomas Pock · SIAM Journal on Imaging Sciences · 2010 · 1.5K citations

Numerical Analysis, Engineering, Generalized Function +11

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

Yunjin Chen, Thomas Pock · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 1.4K citations · Full text

Second order total generalized variation (TGV) for MRI

Florian Knöll, Kristian Bredies, Thomas Pock et al. · Magnetic Resonance in Medicine · 2010 · 625 citations · Full text

Image Reconstruction, Image Analysis, Engineering +15

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