Carsten Rother
Affiliations:- Microsoft Research
According to our database1,
Carsten Rother
authored at least 206 papers
between 1999 and 2024.
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Bibliography
2024
CoRR, 2024
ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems.
Proceedings of the Computer Vision - ECCV 2024, 2024
BOP Challenge 2023 on Detection, Segmentation and Pose Estimation of Seen and Unseen Rigid Objects.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Correction: Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks.
Int. J. Comput. Vis., May, 2023
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences Using Transformer Networks.
Int. J. Comput. Vis., April, 2023
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models.
CoRR, 2023
BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Benchmarking the Robustness of Semantic Segmentation Models with Respect to Common Corruptions.
Int. J. Comput. Vis., 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
2020
Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Exact Information Bottleneck with Invertible Neural Networks: Getting the Best of Discriminative and Generative Modeling.
CoRR, 2020
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 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 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
Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Intrinsic Autoencoders for Joint Deferred Neural Rendering and Intrinsic Image Decomposition.
Proceedings of the 8th International Conference on 3D Vision, 2020
2019
HINT: Hierarchical Invertible Neural Transport for General and Sequential Bayesian inference.
CoRR, 2019
Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2019
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift.
Proceedings of the 2019 International Conference on 3D Vision, 2019
2018
Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction.
IEEE Signal Process. Mag., 2018
Augmented Reality Meets Computer Vision: Efficient Data Generation for Urban Driving Scenes.
Int. J. Comput. Vis., 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
2017
CoRR, 2017
Proceedings of the 22nd International Symposium on Vision, Modeling, and Visualization, 2017
Detecting unexpected obstacles for self-driving cars: Fusing deep learning and geometric modeling.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Analyzing modular CNN architectures for joint depth prediction and semantic segmentation.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Bounding Boxes, Segmentations and Object Coordinates: How Important is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios?
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the British Machine Vision Conference 2017, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
CoRR, 2016
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Smart Ubiquitous Projection: Discovering Surfaces for the Projection of Adaptive Content.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
Proceedings of the Computer Vision - ACCV 2016, 2016
2015
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems.
Int. J. Comput. Vis., 2015
Relating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation.
CoRR, 2015
CoRR, 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the Pattern Recognition - 37th German Conference, 2015
Proceedings of the Pattern Recognition - 37th German Conference, 2015
Proceedings of the British Machine Vision Conference 2015, 2015
Performance Evaluation of LiDAR Point Clouds towards Automated FOD Detection on Airport Aprons.
Proceedings of the 5th International Conference on Application and Theory of Automation in Command and Control Systems, 2015
2014
Pattern Recognit., 2014
Int. J. Comput. Vis., 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors.
J. Math. Imaging Vis., 2012
Int. J. Comput. Vis., 2012
Loss-Specific Training of Non-Parametric Image Restoration Models: A New State of the Art.
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Pattern Recognition, 2012
Regression Tree Fields - An efficient, non-parametric approach to image labeling problems.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the British Machine Vision Conference, 2011
Proceedings of the British Machine Vision Conference, 2011
2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Proceedings of the Seventh Indian Conference on Computer Vision, 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Trends and Topics in Computer Vision, 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Computer Vision, 2010
Proceedings of the Video Processing and Computational Video, 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 Computer Vision - ACCV 2010, 2010
2009
TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context.
Int. J. Comput. Vis., 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
Weakly supervised discriminative localization and classification: a joint learning process.
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 Graphics Interface 2009 Conference, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors.
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Int. J. Comput. Vis., 2008
Proceedings of the Computer Vision, 2008
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Efficient Dense Stereo with Occlusions for New View-Synthesis by Four-State Dynamic Programming.
Int. J. Comput. Vis., 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Do life-logging technologies support memory for the past?: an experimental study using sensecam.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007
2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Computer Vision, 2006
<i>TextonBoost</i>: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation.
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
2005
Proceedings of the Robotics Research: Results of the 12th International Symposium, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
ACM Trans. Graph., 2004
Proceedings of the Computer Vision, 2004
2003
Multi-View Reconstruction and Camera Recovery using a Real or Virtual Reference Plane.
PhD thesis, 2003
Linear Multi-View Reconstruction of Points, Lines, Planes and Cameras using a Reference Plane.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
2002
Image Vis. Comput., 2002
Int. J. Comput. Vis., 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Computer Vision, 2002
2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
2000
Proceedings of the British Machine Vision Conference 2000, 2000
1999
Proceedings of the Mustererkennung 1999, 1999