Stefan Roth

Christian Wojek, Stefan Walk, Stefan Roth, Konrad Schindler, Bernt Schiele: Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 35(4): 882-897 (2013)

Mykhaylo Andriluka, Stefan Roth, Bernt Schiele: Discriminative Appearance Models for Pictorial Structures. International Journal of Computer Vision 99(3): 259-280 (2012)

Anton Andriyenko, Konrad Schindler, Stefan Roth: Discrete-continuous optimization for multi-target tracking. CVPR 2012: 1926-1933

Uwe Schmidt, Stefan Roth: Learning rotation-aware features: From invariant priors to equivariant descriptors. CVPR 2012: 2050-2057

Kevin Schelten, Stefan Roth: Mean Field for Continuous High-Order MRFs. DAGM/OAGM Symposium 2012: 52-61

Qi Gao, Stefan Roth: How Well Do Filter-Based MRFs Model Natural Images? DAGM/OAGM Symposium 2012: 62-72

Thorsten Franzel, Uwe Schmidt, Stefan Roth: Object Detection in Multi-view X-Ray Images. DAGM/OAGM Symposium 2012: 144-154

Christoph Dann, Peter V. Gehler, Stefan Roth, Sebastian Nowozin: Pottics - The Potts Topic Model for Semantic Image Segmentation. DAGM/OAGM Symposium 2012: 397-407

Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski: A Database and Evaluation Methodology for Optical Flow. International Journal of Computer Vision 92(1): 1-31 (2011)

Christian Wojek, Stefan Walk, Stefan Roth, Bernt Schiele: Monocular 3D scene understanding with explicit occlusion reasoning. CVPR 2011: 1993-2000

Uwe Schmidt, Kevin Schelten, Stefan Roth: Bayesian deblurring with integrated noise estimation. CVPR 2011: 2625-2632

Kevin Schelten, Stefan Roth: Connecting non-quadratic variational models and MRFs. CVPR 2011: 2641-2648

Christoph Vogel, Konrad Schindler, Stefan Roth: 3D scene flow estimation with a rigid motion prior. ICCV 2011: 1291-1298

Anton Andriyenko, Stefan Roth, Konrad Schindler: An analytical formulation of global occlusion reasoning for multi-target tracking. ICCV Workshops 2011: 1839-1846

Victor S. Lempitsky, Carsten Rother, Stefan Roth, Andrew Blake: Fusion Moves for Markov Random Field Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1392-1405 (2010)

Paul Schnitzspan, Stefan Roth, Bernt Schiele: Automatic discovery of meaningful object parts with latent CRFs. CVPR 2010: 121-128

Mykhaylo Andriluka, Stefan Roth, Bernt Schiele: Monocular 3D pose estimation and tracking by detection. CVPR 2010: 623-630

Uwe Schmidt, Qi Gao, Stefan Roth: A generative perspective on MRFs in low-level vision. CVPR 2010: 1751-1758

Deqing Sun, Stefan Roth, Michael J. Black: Secrets of optical flow estimation and their principles. CVPR 2010: 2432-2439

Christian Wojek, Stefan Roth, Konrad Schindler, Bernt Schiele: Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes. ECCV (4) 2010: 467-481

Mykhaylo Andriluka, Paul Schnitzspan, Johannes Meyer, Stefan Kohlbrecher, Karen Petersen, Oskar von Stryk, Stefan Roth, Bernt Schiele: Vision based victim detection from unmanned aerial vehicles. IROS 2010: 1740-1747

Stefan Roth, Jiansong Gan, Danyo Danev: Subframe allocation for relay networks in the LTE advanced standard. PIMRC 2010: 1758-1763

Johannes Meyer, Paul Schnitzspan, Stefan Kohlbrecher, Karen Petersen, Mykhaylo Andriluka, Oliver Schwahn, Uwe Klingauf, Stefan Roth, Bernt Schiele, Oskar von Stryk: A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors. RobuCup 2010: 180-193

Michael Goesele, Stefan Roth, Arjan Kuijper, Bernt Schiele, Konrad Schindler (Eds.): Pattern Recognition - 32nd DAGM Symposium, Darmstadt, Germany, September 22-24, 2010. Proceedings. Lecture Notes in Computer Science 6376, Springer 2010, isbn 978-3-642-15985-5

Stefan Roth, Michael J. Black: Fields of Experts. International Journal of Computer Vision 82(2): 205-229 (2009)

Mykhaylo Andriluka, Stefan Roth, Bernt Schiele: Pictorial structures revisited: People detection and articulated pose estimation. CVPR 2009: 1014-1021

Paul Schnitzspan, Mario Fritz, Stefan Roth, Bernt Schiele: Discriminative structure learning of hierarchical representations for object detection. CVPR 2009: 2238-2245

Michael Adam, Christoph Jung, Stefan Roth, Guido Brunnett: Real-time Stereo-Image Stitching using GPU-based Belief Propagation. VMV 2009: 215-224

Mykhaylo Andriluka, Stefan Roth, Bernt Schiele: People-tracking-by-detection and people-detection-by-tracking. CVPR 2008

Victor S. Lempitsky, Stefan Roth, Carsten Rother: FusionFlow: Discrete-continuous optimization for optical flow estimation. CVPR 2008

Deqing Sun, Stefan Roth, J. P. Lewis, Michael J. Black: Learning Optical Flow. ECCV (3) 2008: 83-97

Christian Igel, Nikolaus Hansen, Stefan Roth: Covariance Matrix Adaptation for Multi-objective Optimization. Evolutionary Computation 15(1): 1-28 (2007)

Stefan Roth, Michael J. Black: On the Spatial Statistics of Optical Flow. International Journal of Computer Vision 74(1): 33-50 (2007)

Christian Schellewald, Stefan Roth, Christoph Schnörr: Evaluation of a convex relaxation to a quadratic assignment matching approach for relational object views. Image Vision Comput. 25(8): 1301-1314 (2007)

Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski: A Database and Evaluation Methodology for Optical Flow. ICCV 2007: 1-8

Stefan Roth, Michael J. Black: Steerable Random Fields. ICCV 2007: 1-8

Alexander Gepperth, Stefan Roth: Applications of multi-objective structure optimization. Neurocomputing 69(7-9): 701-713 (2006)

Stefan Roth, Michael J. Black: Specular Flow and the Recovery of Surface Structure. CVPR (2) 2006: 1869-1876

Xiangyang Lan, Stefan Roth, Daniel P. Huttenlocher, Michael J. Black: Efficient Belief Propagation with Learned Higher-Order Markov Random Fields. ECCV (2) 2006: 269-282

Teodor Mihai Moldovan, Stefan Roth, Michael J. Black: Denoising Archival Films using a Learned Bayesian Model. ICIP 2006: 2641-2644

Stefan Roth, Alexander Gepperth, Christian Igel: Multi-Objective Neural Network Optimization for Visual Object Detection. Multi-Objective Machine Learning 2006: 629-655

Stefan Roth, Michael J. Black: Fields of Experts: A Framework for Learning Image Priors. CVPR (2) 2005: 860-867

Alexander Gepperth, Stefan Roth: Applications of multi-objective structure optimization. ESANN 2005: 279-284

Stefan Roth, Michael J. Black: On the Spatial Statistics of Optical Flow. ICCV 2005: 42-49

Frank Wood, Stefan Roth, Michael J. Black: Modeling Neural Population Spiking Activity with Gibbs Distributions. NIPS 2005

Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michael J. Black, Michael Isard: Tracking Loose-Limbed People. CVPR (1) 2004: 421-428

Stefan Roth, Leonid Sigal, Michael J. Black: Gibbs Likelihoods for Bayesian Tracking. CVPR (1) 2004: 886-893

Christian Schellewald, Stefan Roth, Christoph Schnörr: Evaluation of Convex Optimization Techniques for the Weighted Graph-Matching Problem in Computer Vision. DAGM-Symposium 2001: 361-368