Rother, Carsten

110 publications

ICLR 2026 PQGAN: Product-Quantised Image Representation for High-Quality Image Synthesis Denis Zavadski, Nikita Philip Tatsch, Carsten Rother

CVPR 2025 Towards Optimizing Large-Scale Multi-Graph Matching in Bioimaging Max Kahl, Sebastian Stricker, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Bogdan Savchynskyy

CVPRW 2024 BOP Challenge 2023 on Detection, Segmentation and Pose Estimation of Seen and Unseen Rigid Objects Tomas Hodan, Martin Sundermeyer, Yann Labbé, Van Nguyen Nguyen, Gu Wang, Eric Brachmann, Bertram Drost, Vincent Lepetit, Carsten Rother, Jiri Matas

ECCV 2024 ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems Denis Zavadski, Johann-Friedrich Feiden, Carsten Rother

AAAI 2024 Discrete Cycle-Consistency Based Unsupervised Deep Graph Matching Siddharth Tourani, Muhammad Haris Khan, Carsten Rother, Bogdan Savchynskyy

CVPRW 2023 BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects Martin Sundermeyer, Tomás Hodan, Yann Labbé, Gu Wang, Eric Brachmann, Bertram Drost, Carsten Rother, Jirí Matas

TMLR 2023 Finding Competence Regions in Domain Generalization Jens Müller, Stefan T. Radev, Robert Schmier, Felix Draxler, Carsten Rother, Ullrich Koethe

ECCV 2022 A Comparative Study of Graph Matching Algorithms in Computer Vision Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy

CVPR 2022 Neural Head Avatars from Monocular RGB Videos Philip-William Grassal, Malte Prinzler, Titus Leistner, Carsten Rother, Matthias Nießner, Justus Thies

CVPR 2022 Towards Multimodal Depth Estimation from Light Fields Titus Leistner, Radek Mackowiak, Lynton Ardizzone, Ullrich Köthe, Carsten Rother

ICCV 2021 Fusion Moves for Graph Matching Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis, Carsten Rother, Dagmar Kainmüller, Bogdan Savchynskyy

CVPR 2021 Generative Classifiers as a Basis for Trustworthy Image Classification Radek Mackowiak, Lynton Ardizzone, Ullrich Kothe, Carsten Rother

ICCV 2021 On the Limits of Pseudo Ground Truth in Visual Camera Re-Localisation Eric Brachmann, Martin Humenberger, Carsten Rother, Torsten Sattler

ICCV 2021 Self-Supervised Object Detection via Generative Image Synthesis Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz

AISTATS 2020 A Primal-Dual Solver for Large-Scale Tracking-by-Assignment Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy

ECCVW 2020 BOP Challenge 2020 on 6d Object Localization Tomás Hodan, Martin Sundermeyer, Bertram Drost, Yann Labbé, Eric Brachmann, Frank Michel, Carsten Rother, Jiri Matas

CVPR 2020 Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann, Carsten Rother

CVPR 2020 CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus Florian Kluger, Eric Brachmann, Hanno Ackermann, Carsten Rother, Michael Ying Yang, Bodo Rosenhahn

ICLR 2020 Disentanglement by Nonlinear ICA with General Incompressible-Flow Networks (GIN) Peter Sorrenson, Carsten Rother, Ullrich Köthe

ECCV 2020 Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers Christoph Kamann, Carsten Rother

CVPRW 2020 Mind the Gap - A Benchmark for Dense Depth Prediction Beyond LiDAR Hendrik Schilling, Marcel Gutsche, Alexander Brock, Dane Späth, Carsten Rother, Karsten Krispin

CVPR 2020 Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task Aritra Bhowmik, Stefan Gumhold, Carsten Rother, Eric Brachmann

CVPR 2020 Self-Supervised Viewpoint Learning from Image Collections Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

AISTATS 2020 Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization Siddharth Tourani, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

NeurIPS 2020 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification Lynton Ardizzone, Radek Mackowiak, Carsten Rother, Ullrich Köthe

ICLR 2019 Analyzing Inverse Problems with Invertible Neural Networks Lynton Ardizzone, Jakob Kruse, Carsten Rother, Ullrich Köthe

ICCV 2019 Expert Sample Consensus Applied to Camera Re-Localization Eric Brachmann, Carsten Rother

CVPRW 2019 Localizing Common Objects Using Common Component Activation mAP Weihao Li, Omid Hosseini Jafari, Carsten Rother

ICCV 2019 Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses Eric Brachmann, Carsten Rother

CVPR 2019 Panoptic Segmentation Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr Dollar

ECCVW 2018 A Summary of the 4th International Workshop on Recovering 6d Object Pose Tomás Hodan, Rigas Kouskouridas, Tae-Kyun Kim, Federico Tombari, Kostas E. Bekris, Bertram Drost, Thibault Groueix, Krzysztof Walas, Vincent Lepetit, Ales Leonardis, Carsten Steger, Frank Michel, Caner Sahin, Carsten Rother, Jiri Matas

ECCV 2018 BOP: Benchmark for 6d Object Pose Estimation Tomas Hodan, Frank Michel, Eric Brachmann, Wadim Kehl, Anders GlentBuch, Dirk Kraft, Bertram Drost, Joel Vidal, Stephan Ihrke, Xenophon Zabulis, Caner Sahin, Fabian Manhardt, Federico Tombari, Tae-Kyun Kim, Jiri Matas, Carsten Rother

CVPR 2018 Learning Less Is More - 6d Camera Localization via 3D Surface Regression Eric Brachmann, Carsten Rother

ECCV 2018 MPLP++: Fast, Parallel Dual Block-Coordinate Ascent for Dense Graphical Models Siddharth Tourani, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

CVPR 2018 Trust Your Model: Light Field Depth Estimation with Inline Occlusion Handling Hendrik Schilling, Maximilian Diebold, Carsten Rother, Bernd Jähne

CVPR 2017 A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching Paul Swoboda, Carsten Rother, Hassan Abu Alhaija, Dagmar Kainmuller, Bogdan Savchynskyy

ICCV 2017 Bounding Boxes, Segmentations and Object Coordinates: How Important Is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios? Aseem Behl, Omid Hosseini Jafari, Siva Karthik Mustikovela, Hassan Abu Alhaija, Carsten Rother, Andreas Geiger

CVPR 2017 DSAC - Differentiable RANSAC for Camera Localization Eric Brachmann, Alexander Krull, Sebastian Nowozin, Jamie Shotton, Frank Michel, Stefan Gumhold, Carsten Rother

CVPR 2017 Global Hypothesis Generation for 6d Object Pose Estimation Frank Michel, Alexander Kirillov, Eric Brachmann, Alexander Krull, Stefan Gumhold, Bogdan Savchynskyy, Carsten Rother

CVPR 2017 InstanceCut: From Edges to Instances with MultiCut Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother

CVPR 2017 Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications Evgeny Levinkov, Jonas Uhrig, Siyu Tang, Mohamed Omran, Eldar Insafutdinov, Alexander Kirillov, Carsten Rother, Thomas Brox, Bernt Schiele, Bjoern Andres

ICCV 2017 Learning to Push the Limits of Efficient FFT-Based Image Deconvolution Jakob Kruse, Carsten Rother, Uwe Schmidt

CVPR 2017 PoseAgent: Budget-Constrained 6d Object Pose Estimation via Reinforcement Learning Alexander Krull, Eric Brachmann, Sebastian Nowozin, Frank Michel, Jamie Shotton, Carsten Rother

ECCV 2016 Can Ground Truth Label Propagation from Video Help Semantic Segmentation? Siva Karthik Mustikovela, Michael Ying Yang, Carsten Rother

ECCVW 2016 Can Ground Truth Label Propagation from Video Help Semantic Segmentation? Siva Karthik Mustikovela, Michael Ying Yang, Carsten Rother

CVPR 2016 Convexity Shape Constraints for Image Segmentation Loic A. Royer, David L. Richmond, Carsten Rother, Bjoern Andres, Dagmar Kainmueller

NeurIPS 2016 Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization Alexander Kirillov, Alexander Shekhovtsov, Carsten Rother, Bogdan Savchynskyy

ECCV 2016 Stereo Video Deblurring Anita Sellent, Carsten Rother, Stefan Roth

CVPR 2016 Uncertainty-Driven 6d Pose Estimation of Objects and Scenes from a Single RGB Image Eric Brachmann, Frank Michel, Alexander Krull, Michael Ying Yang, Stefan Gumhold, Carsten Rother

ICCV 2015 Inferring M-Best Diverse Labelings in a Single One Alexander Kirillov, Bogdan Savchynskyy, Dmitrij Schlesinger, Dmitry Vetrov, Carsten Rother

WACV 2015 Interleaved Regression Tree Field Cascades for Blind Image Deconvolution Kevin Schelten, Sebastian Nowozin, Jeremy Jancsary, Carsten Rother, Stefan Roth

ICCV 2015 Learning Analysis-by-Synthesis for 6d Pose Estimation in RGB-D Images Alexander Krull, Eric Brachmann, Frank Michel, Michael Ying Yang, Stefan Gumhold, Carsten Rother

NeurIPS 2015 M-Best-Diverse Labelings for Submodular Energies and Beyond Alexander Kirillov, Dmytro Shlezinger, Dmitry P Vetrov, Carsten Rother, Bogdan Savchynskyy

ICCV 2015 Reflection Modeling for Passive Stereo Rahul Nair, Andrew Fitzgibbon, Daniel Kondermann, Carsten Rother

CVPR 2014 Dense Semantic Image Segmentation with Objects and Attributes Shuai Zheng, Ming-Ming Cheng, Jonathan Warrell, Paul Sturgess, Vibhav Vineet, Carsten Rother, Philip H. S. Torr

ECCV 2014 Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation Michael Hornacek, Frederic Besse, Jan Kautz, Andrew W. Fitzgibbon, Carsten Rother

ECCV 2014 Learning 6d Object Pose Estimation Using 3D Object Coordinates Eric Brachmann, Alexander Krull, Frank Michel, Stefan Gumhold, Jamie Shotton, Carsten Rother

ECCV 2014 Non-Parametric Higher-Order Random Fields for Image Segmentation Pablo Márquez-Neila, Pushmeet Kohli, Carsten Rother, Luis Baumela

CVPR 2014 SphereFlow: 6 DoF Scene Flow from RGB-D Pairs Michael Hornacek, Andrew Fitzgibbon, Carsten Rother

CVPR 2013 Depth Super Resolution by Rigid Body Self-Similarity in 3D Michael Hornacek, Christoph Rhemann, Margrit Gelautz, Carsten Rother

CVPR 2013 Discriminative Non-Blind Deblurring Uwe Schmidt, Carsten Rother, Sebastian Nowozin, Jeremy Jancsary, Stefan Roth

NeurIPS 2013 Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation Vibhav Vineet, Carsten Rother, Philip Torr

ICML 2013 Learning Convex QP Relaxations for Structured Prediction Jeremy Jancsary, Sebastian Nowozin, Carsten Rother

ECCV 2012 Extracting 3D Scene-Consistent Object Proposals and Depth from Stereo Images Michael Bleyer, Christoph Rhemann, Carsten Rother

ECCV 2012 Loss-Specific Training of Non-Parametric Image Restoration Models: A New State of the Art Jeremy Jancsary, Sebastian Nowozin, Carsten Rother

CVPR 2012 Regression Tree Fields - An Efficient, Non-Parametric Approach to Image Labeling Problems Jeremy Jancsary, Sebastian Nowozin, Toby Sharp, Carsten Rother

CVPR 2011 A Global Sampling Method for Alpha Matting Kaiming He, Christoph Rhemann, Carsten Rother, Xiaoou Tang, Jian Sun

ICCV 2011 Decision Tree Fields Sebastian Nowozin, Carsten Rother, Shai Bagon, Toby Sharp, Bangpeng Yao, Pushmeet Kohli

CVPR 2011 Fast Cost-Volume Filtering for Visual Correspondence and Beyond Christoph Rhemann, Asmaa Hosni, Michael Bleyer, Carsten Rother, Margrit Gelautz

CVPR 2011 Object Cosegmentation Sara Vicente, Carsten Rother, Vladimir Kolmogorov

CVPR 2011 Object Stereo - Joint Stereo Matching and Object Segmentation Michael Bleyer, Carsten Rother, Pushmeet Kohli, Daniel Scharstein, Sudipta N. Sinha

NeurIPS 2011 Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance Carsten Rother, Martin Kiefel, Lumin Zhang, Bernhard Schölkopf, Peter V. Gehler

CVPR 2010 A Spatially Varying PSF-Based Prior for Alpha Matting Christoph Rhemann, Carsten Rother, Pushmeet Kohli, Margrit Gelautz

ECCV 2010 Cosegmentation Revisited: Models and Optimization Sara Vicente, Vladimir Kolmogorov, Carsten Rother

CVPR 2010 Geodesic Star Convexity for Interactive Image Segmentation Varun Gulshan, Carsten Rother, Antonio Criminisi, Andrew Blake, Andrew Zisserman

ECCV 2010 Scene Carving: Scene Consistent Image Retargeting Alex Mansfield, Peter V. Gehler, Luc Van Gool, Carsten Rother

CVPR 2010 Surface Stereo with Soft Segmentation Michael Bleyer, Carsten Rother, Pushmeet Kohli

ECCV 2010 TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods Ben Glocker, Tim Hauke Heibel, Nassir Navab, Pushmeet Kohli, Carsten Rother

ECCV 2010 Visibility Maps for Improving Seam Carving Alex Mansfield, Peter V. Gehler, Luc Van Gool, Carsten Rother

ECCVW 2010 Visibility Maps for Improving Seam Carving Alex Mansfield, Peter V. Gehler, Luc Van Gool, Carsten Rother

ICCV 2009 A Global Perspective on MAP Inference for Low-Level Vision Oliver J. Woodford, Carsten Rother, Vladimir Kolmogorov

CVPR 2009 A Perceptually Motivated Online Benchmark for Image Matting Christoph Rhemann, Carsten Rother, Jue Wang, Margrit Gelautz, Pushmeet Kohli, Pamela Rott

CVPR 2009 A Stereo Approach That Handles the Matting Problem via Image Warping Michael Bleyer, Margrit Gelautz, Carsten Rother, Christoph Rhemann

ICCV 2009 Image Segmentation with a Bounding Box Prior Victor S. Lempitsky, Pushmeet Kohli, Carsten Rother, Toby Sharp

ICCV 2009 Joint Optimization of Segmentation and Appearance Models Sara Vicente, Vladimir Kolmogorov, Carsten Rother

CVPR 2009 Minimizing Sparse Higher Order Energy Functions of Discrete Variables Carsten Rother, Pushmeet Kohli, Wei Feng, Jiaya Jia

CVPR 2009 New Appearance Models for Natural Image Matting Dheeraj Singaraju, Carsten Rother, Christoph Rhemann

ICCV 2009 Weakly Supervised Discriminative Localization and Classification: A Joint Learning Process Minh Hoai Nguyen, Lorenzo Torresani, Lorenzo de la Torre, Carsten Rother

CVPR 2008 Bayesian Color Constancy Revisited Peter V. Gehler, Carsten Rother, Andrew Blake, Thomas P. Minka, Toby Sharp

ECCV 2008 Feature Correspondence via Graph Matching: Models and Global Optimization Lorenzo Torresani, Vladimir Kolmogorov, Carsten Rother

CVPR 2008 FusionFlow: Discrete-Continuous Optimization for Optical Flow Estimation Victor S. Lempitsky, Stefan Roth, Carsten Rother

CVPR 2008 Graph Cut Based Image Segmentation with Connectivity Priors Sara Vicente, Vladimir Kolmogorov, Carsten Rother

CVPR 2008 High Resolution Matting via Interactive Trimap Segmentation Christoph Rhemann, Carsten Rother, Alex Rav-Acha, Toby Sharp

ECCV 2008 Image Segmentation by Branch-and-Mincut Victor S. Lempitsky, Andrew Blake, Carsten Rother

ICML 2008 On Partial Optimality in Multi-Label MRFs Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov, Philip H. S. Torr

CVPR 2007 3D LayoutCRF for Multi-View Object Class Recognition and Segmentation Derek Hoiem, Carsten Rother, John M. Winn

ICCV 2007 Applications of Parametric Maxflow in Computer Vision Vladimir Kolmogorov, Yuri Boykov, Carsten Rother

ICCV 2007 LogCut - Efficient Graph Cut Optimization for Markov Random Fields Victor S. Lempitsky, Carsten Rother, Andrew Blake

CVPR 2007 Optimizing Binary MRFs via Extended Roof Duality Carsten Rother, Vladimir Kolmogorov, Victor S. Lempitsky, Martin Szummer

ECCV 2006 A Comparative Study of Energy Minimization Methods for Markov Random Fields Richard Szeliski, Ramin Zabih, Daniel Scharstein, Olga Veksler, Vladimir Kolmogorov, Aseem Agarwala, Marshall F. Tappen, Carsten Rother

NeurIPS 2006 Clustering Appearance and Shape by Learning Jigsaws Anitha Kannan, John Winn, Carsten Rother

ECCV 2006 Comparison of Energy Minimization Algorithms for Highly Connected Graphs Vladimir Kolmogorov, Carsten Rother

CVPR 2006 Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs Carsten Rother, Thomas P. Minka, Andrew Blake, Vladimir Kolmogorov

ECCV 2006 TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-Class Object Recognition and Segmentation Jamie Shotton, John M. Winn, Carsten Rother, Antonio Criminisi

CVPR 2005 Bi-Layer Segmentation of Binocular Stereo Video Vladimir Kolmogorov, Antonio Criminisi, Andrew Blake, Geoffrey Cross, Carsten Rother

CVPR 2005 Digital Tapestry Carsten Rother, Sanjiv Kumar, Vladimir Kolmogorov, Andrew Blake

ECCV 2004 Interactive Image Segmentation Using an Adaptive GMMRF Model Andrew Blake, Carsten Rother, Matthew A. Brown, Patrick Pérez, Philip H. S. Torr

ICCV 2003 Linear Multi-View Reconstruction of Points, Lines, Planes and Cameras Using a Reference Plane Carsten Rother

ECCV 2002 Linear Multi View Reconstruction with Missing Data Carsten Rother, Stefan Carlsson

ICCV 2001 Linear Multi View Reconstruction and Camera Recovery Carsten Rother, Stefan Carlsson