Thomas Pock - Concepedia

Author

Thomas Pock

Graz University of Technology ORCID

Also Known As

Franz Pernkopf, Pock, Thomas, T Pock, T. Pock, Tai, Xue-Cheng, Thomas Pock, Thomas, Pock

313

Publications

23.5K

Citations

H-Index

129

Concepts

All Affiliations

Graz University of Technology Austrian Institute of Technology University of Graz University of Bonn Medical University of Graz

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	46	77	14.7K
2	Natural Sciences	20	24	1.7K
3	Health Sciences	12	12	6K
4	Medicine	2	2	68
5	Language Studies	1	1	27

Thomas Pock

Publications

19.1K

Citations

H-Index

Page 1

	Year	Citations
A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging Antonin Chambolle, Thomas Pock Journal of Mathematical Imaging and Vision Numerical AnalysisMathematical ProgrammingImage ReconstructionFirst-order Primal-dual AlgorithmImage Analysis	2010	4.3K
Learning a variational network for reconstruction of accelerated MRI data Kerstin Hammernik, Teresa Klatzer, Erich Kobler, Magnetic Resonance in Medicine	2017	1.6K
Total Generalized Variation Kristian Bredies, Karl Kunisch, Thomas Pock SIAM Journal on Imaging Sciences Numerical AnalysisEngineeringGeneralized FunctionVariational AnalysisRegularization (Mathematics)	2010	1.5K
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
Second order total generalized variation (TGV) for MRI Florian Knöll, Kristian Bredies, Thomas Pock, Magnetic Resonance in Medicine Image ReconstructionImage AnalysisEngineeringMedical ImagingReconstruction Technique	2010	625
An introduction to continuous optimization for imaging Antonin Chambolle, Thomas Pock Acta Numerica Image ReconstructionEngineeringAdvanced ImagingMagnetic Resonance ImagingImage Analysis	2016	536
iPiano: Inertial Proximal Algorithm for Nonconvex Optimization Peter Ochs, Yunjin Chen, Thomas Brox, SIAM Journal on Imaging Sciences Numerical AnalysisMathematical ProgrammingEngineeringMachine LearningVariational Analysis	2014	446
An Inertial Forward-Backward Algorithm for Monotone Inclusions Dirk A. Lorenz, Thomas Pock Journal of Mathematical Imaging and Vision Mathematical ProgrammingMonotone InclusionsOptimization ProblemAlgorithmic EfficiencyInverse Problems	2014	433
On the ergodic convergence rates of a first-order primal–dual algorithm Antonin Chambolle, Thomas Pock Mathematical Programming EngineeringStochastic OptimizationConvex OptimizationConvergence AnalysisErgodic Convergence Rates	2015	409
Diagonal preconditioning for first order primal-dual algorithms in convex optimization Thomas Pock, Antonin Chambolle Numerical AnalysisMathematical ProgrammingConic OptimizationFirst-order Primal-dual AlgorithmEngineering	2011	391

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