2017

2016

Patrick Knöbelreiter, Christian Reinbacher, Alexander Shekhovtsov and Thomas Pock End-to-End Training of Hybrid CNN-CRF Models for Stereo Show publication in PURE
Stefan Heber, Wei Yu and Thomas Pock U-shaped Networks for Shape from Light Field British Machine Vision Conference, BMVC 2016 Show publication in PURE
Stefan Heber and Thomas Pock Convolutional Networks for Shape from Light Field IEEE Conference on Computer Vision and Pattern Recognition (2016) Show publication in PURE
Thomas Pock and Chambolle Antonin On the ergodic convergence rates of a first-order primaldual algorithm Show publication in PURE
Maros Blaha, Christoph Vogel, Audrey Richard, Jan Wegner, Konrad Schindler and Thomas Pock Large-Scale Semantic 3D Reconstruction: an Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling Computer Vision and Pattern Recognition Show publication in PURE
Teresa Klatzer, Kerstin Hammernik, Patrick Knöbelreiter and Thomas Pock Learning Joint Demosaicing and Denoising Based on Sequential Energy Minimization IEEE International Conference on Computational Photography (ICCP) Show publication in PURE
Kerstin Hammernik, Florian Knoll, Daniel Sodickson and Thomas Pock Learning a Variational Model for Compressed Sensing MRI Reconstruction Proceedings of the International Society of Magnetic Resonance in Medicine (ISMRM) Show publication in PURE

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Thomas Pock, B. Wirth and K. Bredies A convex, lower semi-continuous approximation of euler’s elastica energy Show publication in TUGRAZonline
Thomas Pock and Chambolle Antonin On the ergodic convergence rates of a first-order primaldual algorithm Show publication in TUGRAZonline
Thomas Pock, Yunjin Chen, W. Feng and Rene Ranftl A higher-order mrf based variational model for multiplicative noise reduction Show publication in TUGRAZonline
Yunjin Chen, Wei Yu and Thomas Pock On learning optimized reaction diffusion processes for effective image restoration Show publication in TUGRAZonline
Peter Ochs, Rene Ranftl, Thomas Brox and Thomas Pock Bilevel optimization with nonsmooth lower level problems Proceedings of SSVM 2015 Show publication in TUGRAZonline
Wei Yu, Stefan Heber and Thomas Pock Learning reaction-diffusion models for image inpainting Proceedings of GCPR 2015 Show publication in TUGRAZonline
Gottfried Graber, Thomas Pock, Stefano Soatto and Jonathan Balzer Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 511 - 520 Show publication in TUGRAZonline
Kerstin Hammernik, Thomas Ebner, Darko Stern, Martin Urschler and Thomas Pock Vertebrae Segmentation in 3D CT Images based on a Variational FrameworkRecent Advances in Computational Methods and Clinical Applications for Spine Imaging227 - 233 Show publication in TUGRAZonline
Teresa Klatzer and Thomas Pock Continuous Hyper-parameter Learning for Support Vector Machines Show publication in TUGRAZonline
Teresa Klatzer and Thomas Pock Continuous Hyper-parameter Learning for Support Vector Machines Computer Vision Winter Workshop Show publication in PURE
Wei Yu, Stefan Heber and Thomas Pock Learning Reaction-Diffusion Models for Image Inpainting Pattern Recognition 356-367 Show publication in PURE
Kerstin Hammernik, Thomas Ebner, Darko Stern, Martin Urschler and Thomas Pock Vertebrae Segmentation in 3D CT Images based on a Variational FrameworkRecent Advances in Computational Methods and Clinical Applications for Spine Imaging and Clinical Applications for Spine Imaging227-233 Show publication in PURE
Gernot Riegler and Thomas Pock Real-time flare detection in ground-based hα imaging at kanzelhhe observatory Show publication in PURE
Gottfried Graber, Thomas Pock, Stefano Soatto and Jonathan Balzer Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 511-520 Show publication in PURE
Peter Ochs, Rene Ranftl, Thomas Brox and Thomas Pock Bilevel optimization with nonsmooth lower level problems Proceedings of SSVM 2015 Show publication in PURE
Gernot Riegler, Rene Ranftl, Matthias Rüther, Thomas Pock and Horst Bischof Depth Restoration via Joint Training of a Global Regression Model and CNNs British Machine Vision Conference Show publication in PURE
Thomas Pock, B. Wirth and K. Bredies A convex, lower semi-continuous approximation of euler’s elastica energy Show publication in PURE
Yunjin Chen, Wei Yu and Thomas Pock On learning optimized reaction diffusion processes for effective image restoration International Conference on Computer Vision Show publication in PURE
Peter Ochs, Thomas Brox and Thomas Pock iPiasco: Inertial Proximal Algorithm for strongly convex Optimization Show publication in TUGRAZonline
Peter Ochs, Thomas Brox, Alexey Dosovitskiy and Thomas Pock An iteratively reweighted Algorithm for Non-smooth Non-convex Optimization in Computer Vision Show publication in TUGRAZonline
Wei Yu and Thomas Pock A Comparison of First-order Algorithms for Machine Learning Show publication in TUGRAZonline
Rene Ranftl, Kristian Bredie and Thomas Pock Non-Local Total Generalized Variation for Optical Flow Estimation Show publication in TUGRAZonline
Stefan Heber and Thomas Pock Shape from Light Field meets Robust PCA Show publication in TUGRAZonline
Rene Ranftl and Thomas Pock A Deep Variational Model for Image Segmentation Show publication in TUGRAZonline
Stefan Heber and Thomas Pock Scene Flow Estimation from Light Fields via the Preconditioned Primal-Dual Algorithm Show publication in TUGRAZonline
Yunjin Chen, Wensen Feng, Rene Ranftl, Hong Qiao and Thomas Pock A higher-order MRF based variational model for multiplicative noise reduction Show publication in TUGRAZonline
Kerstin Hammernik, Thomas Ebner, Darko Stern, Martin Urschler and Thomas Pock Vertebrae Segmentation in 3D CT Images based on a Variational Framework Proc MICCAI Workshop Computational Methods and Clinical Applications in Spine Imaging (CSI) 1 - 1 Show publication in TUGRAZonline
Martin Urschler, Gerd Leitinger and Thomas Pock Interactive 2D/3D Image Denoising and Segmentation Tool for Medical Applications Proc MICCAI Workshop Interactive Medical Image Computation (IMIC) 1 - 1 Show publication in TUGRAZonline
Yunjin Chen, Rene Ranftl and Thomas Pock Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs Show publication in TUGRAZonline
Peter Ochs, Yunjin Chen, Thomas Brox and Thomas Pock iPiano: Inertial Proximal Algorithm for Non-Convex Optimization Show publication in TUGRAZonline
Yunjin Chen, Rene Ranftl and Thomas Pock A bi-level view of inpainting - based image compression Show publication in TUGRAZonline
Kerstin Hammernik, Thomas Ebner, Darko Stern, Martin Urschler and Thomas Pock Vertebrae Segmentation in 3D CT Images based on a Variational Framework Proceedings 2nd MICCAI Workshop & Challenge Computational Methods and Clinical Applications in Spine Imaging (CSI) 200-207 Show publication in PURE
Stefan Heber and Thomas Pock Scene Flow Estimation from Light Fields via the Preconditioned Primal-Dual Algorithm Pattern Recognition: 36th German Conference, GCPR 2014, M{\"u}nster, Germany, September 2-5, 2014, Proceedings 3-14 Show publication in PURE
Yunjin Chen, Rene Ranftl and Thomas Pock A bi-level view of inpainting - based image compression Computer Vision Winter Workshop Show publication in PURE
Wei Yu and Thomas Pock A Comparison of First-order Algorithms for Machine Learning ÖAGM-Meeting Show publication in PURE
Peter Ochs, Yunjin Chen, Thomas Brox and Thomas Pock iPiano: Inertial Proximal Algorithm for Non-Convex Optimization Show publication in PURE
Martin Urschler, Gerd Leitinger and Thomas Pock Interactive 2D/3D Image Denoising and Segmentation Tool for Medical Applications Proceedings MICCAI Workshop Interactive Medical Image Computation (IMIC) Show publication in PURE
Stefan Heber and Thomas Pock Shape from Light Field meets Robust PCA Computer Vision -- ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI 751-767 Show publication in PURE
W. Pötzi, A. M. Veronig, Gernot Riegler, U. Amerstorfer, Thomas Pock, M. Temmer, W. Polanee and D. J. Baumgartner Real-time flare detection in ground-based Ha imaging at Kanzelhöhe Observatory Show publication in PURE
Yunjin Chen, Rene Ranftl and Thomas Pock Insights into analysis operator learning: From patch-based sparse models to higher-order MRFs Show publication in PURE
Yunjin Chen, Wensen Feng, Rene Ranftl, Hong Qiao and Thomas Pock A higher-order MRF based variational model for multiplicative noise reduction Show publication in PURE
Rene Ranftl and Thomas Pock A Deep Variational Model for Image Segmentation DAGM Symposium Mustererkennung Show publication in PURE
Rene Ranftl, Kristian Bredie and Thomas Pock Non-Local Total Generalized Variation for Optical Flow Estimation European Conference on Computer Vision Show publication in PURE
Rene Ranftl, Thomas Pock and Horst Bischof Minimizing TGV-Based Variational Models with Non-convex Data Terms 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013. 282 - 293 Show publication in TUGRAZonline
Arjan Kuijper, Thomas Pock, Kristian Bredies and Horst Bischof Scale Space and Variational Methods in Computer Vision: 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013. Proceedings Show publication in TUGRAZonline
Yunjin Chen, Thomas Pock, Rene Ranftl and Horst Bischof Revisiting loss-specific training of filter-based MRFs for image restoration 35th German Conference, GCPR 2013, Proceedings 271 - 281 Show publication in TUGRAZonline
Rene Ranftl, Thomas Pock and Horst Bischof Minimizing TGV-Based Variational Models with Non-convex Data Terms 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013. 282-293 Show publication in PURE
Stefan Heber, Rene Ranftl and Thomas Pock Variational Shape from Light Field Energy Minimization Methods in Computer Vision and Pattern Recognition 66-79 Show publication in PURE
Arjan Kuijper, Thomas Pock, Kristian Bredies and Horst Bischof Scale Space and Variational Methods in Computer Vision: 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013. Proceedings Show publication in PURE
Yunjin Chen, Thomas Pock, Rene Ranftl and Horst Bischof Revisiting loss-specific training of filter-based MRFs for image restoration 35th German Conference, GCPR 2013, Proceedings 271-281 Show publication in PURE
Axel Pinz, Thomas Pock, Horst Bischof and Franz Leberl Pattern Recognitionn/a978-3-642-32717-9 Show publication in TUGRAZonline
Yunjin Chen, Thomas Pock and Horst Bischof Learning l1-based analysis and synthesis sparsity priors using bi-level optimization Show publication in TUGRAZonline
Stefan Heber, Rene Ranftl and Thomas Pock Approximate Envelope Minimization for Curvature Regularity 283 - 292 Show publication in TUGRAZonline
Axel Pinz, Thomas Pock, Horst Bischof and Franz Leberl Joint 34th DAGM and 36th OAGM Symposium Show publication in TUGRAZonline
Stefan Heber, Rene Ranftl and Thomas Pock Approximate Envelope Minimization 1 - 8 Show publication in TUGRAZonline
Thomas Pock On paramter learning in variational models Show publication in TUGRAZonline
Thomas Pock On parameter learning in variational models Show publication in TUGRAZonline
Rene Ranftl, Stefan Gehring, Thomas Pock and Horst Bischof Pushing the Limits of Stereo Using Variational Stereo Estimation Proceedings of IV 2012 401 - 407 Show publication in TUGRAZonline
Andreas Wendel, Michael Maurer, Gottfried Graber, Thomas Pock and Horst Bischof Dense Reconstruction On-the-Fly Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 1450 - 1457 Show publication in TUGRAZonline
Markus Unger, Manuel Werlberger, Thomas Pock and Horst Bischof Joint motion estimation and segmentation of complex scenes with label costs and occlusion modeling 1878 - 1885 Show publication in TUGRAZonline
Thomas Pock Approximate Envelope Minimization for Higher-Order Models Show publication in TUGRAZonline
Thomas Pock Primal-dual Splitting, Recent Improvements and Variants Show publication in TUGRAZonline
Arnold Irschara, Markus Rumpler, Philipp Meixner, Thomas Pock and Horst Bischof Efficient and Globally Optimal Multi View Dense Matching for Aerial Images 227 - 232 Show publication in TUGRAZonline
Thomas Pock On paramter learning in variational models International Symposium on Mathematical Programming Show publication in PURE
Stefan Heber, Rene Ranftl and Thomas Pock Approximate Envelope Minimization Computer Vision Winter Workshop 1-8 Show publication in PURE
Axel Pinz, Thomas Pock, Horst Bischof and Franz Leberl Joint 34th DAGM and 36th OAGM Symposium Show publication in PURE
Axel Pinz, Thomas Pock, Horst Bischof and Franz Leberl Pattern Recognition Show publication in PURE
Andreas Wendel, Michael Maurer, Gottfried Graber, Thomas Pock and Horst Bischof Dense Reconstruction On-the-Fly Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 1450-1457 Show publication in PURE
Arnold Irschara, Markus Rumpler, Philipp Meixner, Thomas Pock and Horst Bischof Efficient and Globally Optimal Multi View Dense Matching for Aerial Images Congress / International Society for Photogrammetry and Remote Sensing 227-232 Show publication in PURE
Markus Unger, Manuel Werlberger, Thomas Pock and Horst Bischof Joint motion estimation and segmentation of complex scenes with label costs and occlusion modeling Conference on Computer Vision and Pattern Recognition 1878-1885 Show publication in PURE
Rene Ranftl, Stefan Gehring, Thomas Pock and Horst Bischof Pushing the Limits of Stereo Using Variational Stereo Estimation Proceedings of IV 2012 401-407 Show publication in PURE
Stefan Heber, Rene Ranftl and Thomas Pock Approximate Envelope Minimization for Curvature Regularity Computer Vision -- ECCV 2012. Workshops and Demonstrations 283-292 Show publication in PURE
Gottfried Graber, Thomas Pock and Horst Bischof Online 3D reconstruciton using Convex Optimization Proceedings of ICCV 2011 Show publication in TUGRAZonline
Markus Unger, Thomas Pock and Horst Bischof Global Relabeling for Continuous Optimization in Binary Image Segmentation Proceedings of EMMCVPR 2011 Show publication in TUGRAZonline
Thomas Pock and Antonin Chambolle Diagonal preconditioning for first order primal-dual algorithms in convex optimization Proceedings of ICCV 2011 Show publication in TUGRAZonline
Manuel Werlberger, Thomas Pock, Markus Unger and Horst Bischof Optical Flow Guided TV-L1 Video Interpolation and Restoration Proceedings of EMMCVPR 2011 273 - 286 Show publication in TUGRAZonline
Manuel Werlberger, Markus Unger, Thomas Pock and Horst Bischof Efficient Minimization of the Non-Local Potts Model Proceedings of SSVM 2011 314 - 325 Show publication in TUGRAZonline
Florian Knoll, Kristian Bredies, Thomas Pock and Rudolf Stollberger Second Order Total Generalized Variation (TGV) for MRI Show publication in TUGRAZonline
Markus Unger, Thomas Pock and Horst Bischof Global Relabeling for Continuous Optimization in Binary Image Segmentation Proceedings of EMMCVPR 2011 Show publication in PURE
Manuel Werlberger, Markus Unger, Thomas Pock and Horst Bischof Efficient Minimization of the Non-Local Potts Model Proceedings of SSVM 2011 314-325 Show publication in PURE
Manuel Werlberger, Thomas Pock, Markus Unger and Horst Bischof Optical Flow Guided TV-L1 Video Interpolation and Restoration Proceedings of EMMCVPR 2011 273-286 Show publication in PURE
Florian Knoll, Kristian Bredies, Thomas Pock and Rudolf Stollberger Second Order Total Generalized Variation (TGV) for MRI Show publication in PURE
Gottfried Graber, Thomas Pock and Horst Bischof Online 3D reconstruciton using Convex Optimization Proceedings of ICCV 2011 Show publication in PURE
Thomas Pock and Antonin Chambolle Diagonal preconditioning for first order primal-dual algorithms in convex optimization Proceedings of ICCV 2011 Show publication in PURE
Markus Unger, Thomas Pock, Manuel Werlberger and Horst Bischof A Convex Approach for Variational Super-Resolution Proceedings of DAGM 2010 313 - 322 Show publication in TUGRAZonline
Jakob Santner, Thomas Pock and Horst Bischof Interactive Multi-Label Segmentation 392 - 405 Show publication in TUGRAZonline
Franz Leberl, Arnold Irschara, Thomas Pock, Philipp Meixner, Michael Gruber, S. Scholz and A. Wiechert Point Clouds: Lidar versus 3D Vision Show publication in TUGRAZonline
Amir Saffari, Martin Godec, Thomas Pock, Christian Leistner and Horst Bischof Online Multi-Class LPBoost Proceedings for CVPR 2010 3570 - 3577 Show publication in TUGRAZonline
Stefan Kluckner, Thomas Pock and Horst Bischof Exploiting Redundancy for Aerial Image Fusion using Convex Optimization Proceedings for DAGM 2010 303 - 312 Show publication in TUGRAZonline
Franz Leberl, Horst Bischof, Thomas Pock, Arnold Irschara and Stefan Kluckner Aerial Computer Vision for a 3D Virtual Habitat Show publication in TUGRAZonline
Florian Knoll, Kristian Bredies, Thomas Pock and Rudolf Stollberger Second Order Total Generalized Variation (TGV) for MRI Show publication in TUGRAZonline
Manuel Werlberger, Thomas Pock and Horst Bischof Motion Estimation with Non-Local Total Variation Regularization Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2010 2464 - 2471 Show publication in TUGRAZonline
Florian Knoll, Markus Unger, Clemens Diwoky, Christian Clason, Thomas Pock and Rudolf Stollberger Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware Show publication in TUGRAZonline
Florian Knoll, Kristian Bredies, Thomas Pock and Rudolf Stollberger Total Generalized Variation (TGV) for MRI 2010 Proc. Intl. Soc. Mag. Reson. Med. 4855 - 4855 Show publication in TUGRAZonline
Stefan Kluckner, Markus Unger, Thomas Pock and Horst Bischof Large-Scale Semantic Classification and Ortho-Image Fusion Proceedings of BMVA Meeting Aerial Image Recognition and Classification 2010 110 - 114 Show publication in TUGRAZonline
Christian Reinbacher, Thomas Pock, Christian Bauer and Horst Bischof Variational Segmentation of Elongated Volumetric Structures IEEE Proceedings of Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010) 3177 - 3184 Show publication in TUGRAZonline
Jakob Santner, Christian Leistner, Amir Saffari, Thomas Pock and Horst Bischof PROST: Parallel Robust Online Simple Tracking Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2010 723 - 730 Show publication in TUGRAZonline
Florian Knoll, Kristian Bredies, Thomas Pock and Rudolf Stollberger Total Generalized Variation (TGV) for MRI 2010 Proc. Intl. Soc. Mag. Reson. Med. 4855-4855 Show publication in PURE
Christian Reinbacher, Thomas Pock, Christian Bauer and Horst Bischof Variational Segmentation of Elongated Volumetric Structures IEEE Proceedings of Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010) 3177-3184 Show publication in PURE
Markus Unger, Thomas Pock, Manuel Werlberger and Horst Bischof A Convex Approach for Variational Super-Resolution Proceedings of DAGM 2010 313-322 Show publication in PURE
Stefan Kluckner, Thomas Pock and Horst Bischof Exploiting Redundancy for Aerial Image Fusion using Convex Optimization Proceedings for DAGM 2010 303-312 Show publication in PURE
Florian Knoll, Markus Unger, Clemens Diwoky, Christian Clason, Thomas Pock and Rudolf Stollberger Fast reduction of undersampling artifacts in radial MR angiography with 3D total variation on graphics hardware Show publication in PURE
Sasa Grbic, Martin Urschler, Thomas Pock and Horst Bischof Optical flow based deformable volume registration using a novel second-order regularization prior Proc. SPIE 7623, Medical Imaging 2010: Image Processing Show publication in PURE
Jakob Santner, Christian Leistner, Amir Saffari, Thomas Pock and Horst Bischof PROST: Parallel Robust Online Simple Tracking Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2010 723-730 Show publication in PURE
Jakob Santner, Thomas Pock and Horst Bischof Interactive Multi-Label Segmentation Asian Conference on Computer Vision 392-405 Show publication in PURE
Amir Saffari, Martin Godec, Thomas Pock, Christian Leistner and Horst Bischof Online Multi-Class LPBoost Proceedings for CVPR 2010 3570-3577 Show publication in PURE
Franz Leberl, Arnold Irschara, Thomas Pock, Philipp Meixner, Michael Gruber, S. Scholz and A. Wiechert Point Clouds: Lidar versus 3D Vision Show publication in PURE
Manuel Werlberger, Thomas Pock and Horst Bischof Motion Estimation with Non-Local Total Variation Regularization Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2010 2464-2471 Show publication in PURE
Stefan Kluckner, Markus Unger, Thomas Pock and Horst Bischof Large-Scale Semantic Classification and Ortho-Image Fusion Proceedings of BMVA Meeting Aerial Image Recognition and Classification 2010 110-114 Show publication in PURE
Franz Leberl, Horst Bischof, Thomas Pock, Arnold Irschara and Stefan Kluckner Aerial Computer Vision for a 3D Virtual Habitat Show publication in PURE
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