Thomas Pock
Orcid: 0000-0001-6120-1058
According to our database1,
Thomas Pock
authored at least 173 papers
between 2004 and 2024.
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Bibliography
2024
SIAM J. Imaging Sci., March, 2024
Ecol. Informatics, March, 2024
Selective, Interpretable, and Motion Consistent Privacy Attribute Obfuscation for Action Recognition.
CoRR, 2024
Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
IEEE Trans. Medical Imaging, December, 2023
CoRR, 2023
CoRR, 2023
Bilevel learning of regularization models and their discretization for image deblurring and super-resolution.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
Score-Based Generative Models for Medical Image Segmentation Using Signed Distance Functions.
Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023
2022
IEEE Trans. Medical Imaging, 2022
Convergence of a Piggyback-Style Method for the Differentiation of Solutions of Standard Saddle-Point Problems.
SIAM J. Math. Data Sci., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Pattern Recognition, 2022
2021
SIAM J. Imaging Sci., 2021
SIAM J. Imaging Sci., 2021
A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs.
Medical Image Anal., 2021
J. Math. Imaging Vis., 2021
CoRR, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
2020
Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues.
IEEE Signal Process. Mag., 2020
Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Nonconvex Optimization.
SIAM J. Math. Data Sci., 2020
Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.
J. Math. Imaging Vis., 2020
J. Math. Imaging Vis., 2020
A Convex Variational Model for Learning Convolutional Image Atoms from Incomplete Data.
J. Math. Imaging Vis., 2020
J. Math. Imaging Vis., 2020
An inverse Eikonal method for identifying ventricular activation sequences from epicardial activation maps.
J. Comput. Phys., 2020
Int. J. Comput. Vis., 2020
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.
CoRR, 2019
Convex-Concave Backtracking for Inertial Bregman Proximal Gradient Algorithms in Non-Convex Optimization.
CoRR, 2019
CoRR, 2019
Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019
Fast Decomposable Submodular Function Minimization using Constrained Total Variation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2019
Proceedings of the Pattern Recognition, 2019
2018
Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold Regularisation.
Int. J. Comput. Vis., 2018
Robust Deformation Estimation in Wood-Composite Materials using Variational Optical Flow.
CoRR, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Variational Fusion of Light Field and Photometric Stereo for Precise 3D Sensing within a Multi-Line Scan Framework.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Variational Networks for Joint Image Reconstruction and Classification of Tumor Immune Cell Interactions in Melanoma Tissue Sections.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
2017
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
J. Math. Imaging Vis., 2017
CoRR, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE International Conference on Computational Photography, 2017
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017
High-Precision 3D Sensing with Hybrid Light Field & Photometric Stereo Approach in Multi-Line Scan Framework.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2017, Burlingame, CA, USA, January 29, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the Pattern Recognition - 39th German Conference, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Inertial Proximal Alternating Linearized Minimization (iPALM) for Nonconvex and Nonsmooth Problems.
SIAM J. Imaging Sci., 2016
Math. Program., 2016
Techniques for Gradient-Based Bilevel Optimization with Non-smooth Lower Level Problems.
J. Math. Imaging Vis., 2016
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Computational Photography, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-resolution Model for Multi-class Volumetric Labeling.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
2015
SIAM J. Math. Anal., 2015
On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer Vision.
SIAM J. Imaging Sci., 2015
J. Math. Imaging Vis., 2015
J. Math. Imaging Vis., 2015
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015
Proceedings of the Pattern Recognition - 37th German Conference, 2015
Efficient minimal-surface regularization of perspective depth maps in variational stereo.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
2014
Insights Into Analysis Operator Learning: From Patch-Based Sparse Models to Higher Order MRFs.
IEEE Trans. Image Process., 2014
IEEE Signal Process. Lett., 2014
SIAM J. Imaging Sci., 2014
Learning ℓ<sub>1</sub>-based analysis and synthesis sparsity priors using bi-level optimization.
CoRR, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
Scene Flow Estimation from Light Fields via the Preconditioned Primal-Dual Algorithm.
Proceedings of the Pattern Recognition - 36th German Conference, 2014
2013
SIAM J. Imaging Sci., 2013
Guest Editorial: Variational Models, Convex Analysis and Numerical Optimization in Mathematical Imaging.
J. Math. Imaging Vis., 2013
J. Math. Imaging Vis., 2013
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013
Proceedings of the Pattern Recognition - 35th German Conference, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Joint motion estimation and segmentation of complex scenes with label costs and occlusion modeling.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging.
J. Math. Imaging Vis., 2011
Efficient Algorithms for Global Optimisation Methods in Computer Vision (Dagstuhl Seminar 11471).
Dagstuhl Reports, 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Diagonal preconditioning for first order primal-dual algorithms in convex optimization.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011
2010
SIAM J. Imaging Sci., 2010
Segmentation of interwoven 3d tubular tree structures utilizing shape priors and graph cuts.
Medical Image Anal., 2010
Optical flow based deformable volume registration using a novel second-order regularization prior.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Anisotropic Minimal Surfaces Integrating Photoconsistency and Normal Information for Multiview Stereo.
Proceedings of the Computer Vision, 2010
Proceedings of the Pattern Recognition, 2010
Proceedings of the Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Advanced Data Terms for Variational Optic Flow Estimation.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009
Variational Optical Flow from Alternate Exposure Images.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009
Proceedings of the Pattern Recognition, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the British Machine Vision Conference, 2009
Proceedings of the British Machine Vision Conference, 2009
2008
Proceedings of the Computer Vision, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 2008
Proceedings of the Pattern Recognition, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
A Duality Based Algorithm for TV- <i>L</i> <sup>1</sup>-Optical-Flow Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the Pattern Recognition, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Proceedings of the Pattern Recognition, 2006
2005
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005
2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004