Thomas Brox

发表

Modeling and Tracking Line-Constrained Mechanical Systems

Thomas Brox, B. Rosenhahn, T. Brox, 2008, RobVis.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XIV

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Scaled Motion Dynamics for Markerless Motion Capture

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control

Wolfram Burgard, Thomas Brox, Lukas Hermann, 2020, 2020 IEEE International Conference on Robotics and Automation (ICRA).

End-to-End Learning of Video Super-Resolution with Motion Compensation

Thomas Brox, Osama Makansi, Eddy Ilg, 2017, GCPR.

On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer Vision

Thomas Brox, Alexey Dosovitskiy, Peter Ochs, 2015, SIAM J. Imaging Sci..

A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis

Thomas Brox, Bernt Schiele, Fabio Galasso, 2013, 2013 IEEE International Conference on Computer Vision.

Maximum Likelihood Estimation

Thomas Brox, T. Brox, M. Denuit, 2019, Time Series Analysis.

Inverting Convolutional Networks with Convolutional Networks pdf

Thomas Brox, Alexey Dosovitskiy, T. Brox, 2015, ArXiv.

Spatiotemporal Deformable Prototypes for Motion Anomaly Detection

Thomas Brox, Olaf Ronneberger, Robert Bensch, 2017, International Journal of Computer Vision.

Nonparametric Density Estimation for Human Pose Tracking

Bodo Rosenhahn, Daniel Cremers, Thomas Brox, 2006, DAGM-Symposium.

CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth

Thomas Brox, Javier Civera, Luis Montesano, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

FlowControl: Optical Flow Based Visual Servoing pdf

Thomas Brox, Lukas Hermann, Max Argus, 2020, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

iPiano: Inertial Proximal Algorithm for Nonconvex Optimization pdf

Thomas Brox, Yunjin Chen, Peter Ochs, 2014, SIAM J. Imaging Sci..

DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision

Thomas Brox, Duc Tam Nguyen, Maximilian Dax, 2019, NeurIPS.

Optic flow estimation

Thomas Brox, Joachim Weickert, 2000 .

Learning for Multi-view 3D Tracking in the Context of Particle Filters

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2006, ISVC.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Tracking

Bodo Rosenhahn, Thomas Brox, Joachim Weickert, 2007, International Journal of Computer Vision.

Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes

Thomas Brox, Eike Rehder, Uwe Franke, 2018, 2018 IEEE Intelligent Vehicles Symposium (IV).

3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation pdf

Thomas Brox, Olaf Ronneberger, Ahmed Abdulkadir, 2016, MICCAI.

Dealing with Self-occlusion in Region Based Motion Capture by Means of Internal Regions

Bodo Rosenhahn, Thomas Brox, Joachim Weickert, 2008, AMDO.

Markerless motion capture of man-machine interaction

Hans-Peter Seidel, Bodo Rosenhahn, Daniel Cremers, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Nonparametric Density Estimation with Adaptive, Anisotropic Kernels for Human Motion Tracking

Hans-Peter Seidel, Bodo Rosenhahn, Daniel Cremers, 2007, Workshop on Human Motion.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part II

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild

Thomas Brox, Nima Sedaghat, Mohammadreza Zolfaghari, 2017 .

Image Descriptors Based on Curvature Histograms

Thomas Brox, Philipp Fischer, T. Brox, 2014, GCPR.

On Local Region Models and the Statistical Interpretation of the Piecewise Smooth Mumford-shah Functional

Daniel Cremers, Thomas Brox, T. Brox, 2007 .

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part IV

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part V

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Scaling Imitation Learning in Minecraft pdf

Wolfram Burgard, Thomas Brox, Vladlen Koltun, 2020, ArXiv.

FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images

Thomas Brox, Max Argus, Jimei Yang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XX

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Global, Dense Multiscale Reconstruction for a Billion Points

Thomas Brox, Benjamin Ummenhofer, 2015, ICCV.

Robust Variational Segmentation of 3D Objects from Multiple Views

Daniel Cremers, Thomas Brox, Kalin Kolev, 2006, DAGM-Symposium.

Unsupervised feature learning by augmenting single images pdf

Thomas Brox, Alexey Dosovitskiy, Jost Tobias Springenberg, 2013, ICLR.

Occlusion Modeling by Tracking Multiple Objects

Bodo Rosenhahn, Daniel Cremers, Thomas Brox, 2007, DAGM-Symposium.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVI

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

FreiPose: A Deep Learning Framework for Precise Animal Motion Capture in 3D Spaces

Thomas Brox, Mansour Alyahyay, C. Zimmermann, 2020, bioRxiv.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXV

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Smoothing of Matrix-Valued Data

Thomas Brox, 2002 .

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications

Thomas Brox, Bernt Schiele, Carsten Rother, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Shape Distances for Binary Image Segmentation

Thomas Brox, Lena Gorelick, Ismail Ben Ayed, 2016, Perspectives in Shape Analysis.

What Do Single-View 3D Reconstruction Networks Learn?

Thomas Brox, Zhuwen Li, Vladlen Koltun, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

FlowNet: Learning Optical Flow with Convolutional Networks

Thomas Brox, Alexey Dosovitskiy, Patrick van der Smagt, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Localised Mixture Models in Region-Based Tracking

Bodo Rosenhahn, Thomas Brox, Joachim Weickert, 2009, DAGM-Symposium.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIV

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Consistency-based anomaly detection with adaptive multiple-hypotheses predictions pdf

Thomas Brox, Duc Tam Nguyen, Zhongyu Lou, 2018, ArXiv.

Pattern Recognition

Thomas Brox, Alexey Dosovitskiy, Manuel Ruder, 2016, Lecture Notes in Computer Science.

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects pdf

Thomas Brox, Bernt Schiele, Margret Keuper, 2016, ArXiv.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part III

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Thomas Brox, Margret Keuper, Eddy Ilg, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

DeMoN: Depth and Motion Network for Learning Monocular Stereo

Thomas Brox, Eddy Ilg, Alexey Dosovitskiy, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Multiview Deblurring for 3-D Images from Light-Sheet-Based Fluorescence Microscopy

Thomas Brox, Hans Burkhardt, Olaf Ronneberger, 2012, IEEE Transactions on Image Processing.

Combinatorial Regularization of Descriptor Matching for Optical Flow Estimation

Thomas Brox, Benjamin Drayer, 2015, BMVC.

Efficient Dense Scene Flow from Sparse or Dense Stereo Data

Daniel Cremers, Thomas Brox, Uwe Franke, 2008, ECCV.

Author Correction: U-Net: deep learning for cell counting, detection, and morphometry

Thomas Brox, Klaus Palme, Olaf Ronneberger, 2019, Nature Methods.

Optimization and Filtering for Human Motion Capture

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2010, International Journal of Computer Vision.

Inverting Visual Representations with Convolutional Networks

Thomas Brox, Alexey Dosovitskiy, T. Brox, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Level Set Based Image Segmentation with Multiple Regions

Thomas Brox, Joachim Weickert, T. Brox, 2004, DAGM-Symposium.

Semantics-aware visual localization under challenging perceptual conditions

Wolfram Burgard, Thomas Brox, Gabriel L. Oliveira, 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning pdf

Thomas Brox, Vladlen Koltun, Artemij Amiranashvili, 2018, ICLR.

Artistic Style Transfer for Videos and Spherical Images

Thomas Brox, Alexey Dosovitskiy, Manuel Ruder, 2017, International Journal of Computer Vision.

Numerical aspects of TV flow

Thomas Brox, Michael Breuß, Joachim Weickert, 2005, Numerical Algorithms.

Universität Des Saarlandes Fachrichtung 6.1 – Mathematik Highly Accurate Optic Flow Computation with Theoretically Justified Warping Highly Accurate Optic Flow Computation with Theoretically Justified Warping

Thomas Brox, Joachim Weickert, Stephan Didas, 2022 .

Voxel-based multi-class classification of AD, MCI, and elderly controls

Thomas Brox, Olaf Ronneberger, Ahmed Abdulkadir, 2014, MICCAI 2014.

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs

Thomas Brox, Alexey Dosovitskiy, Maxim Tatarchenko, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation pdf

Thomas Brox, Benjamin Drayer, T. Brox, 2016, ArXiv.

Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction

Thomas Brox, Osama Makansi, Eddy Ilg, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning to generate chairs with convolutional neural networks

Thomas Brox, Alexey Dosovitskiy, Jost Tobias Springenberg, 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans

Daniel Cremers, Thomas Brox, Pedro A. Gómez, 2015, MICCAI.

Adaptive Structure Tensors and their Applications

Joost van de Weijer, Thomas Brox, Pierre Kornprobst, 2006, Visualization and Processing of Tensor Fields.

FreiHAND Dataset - Project Page

Thomas Brox, Max Argus, Jimei Yang, 2019, ICCV 2019.

Stereoscopic Scene Flow Computation for 3D Motion Understanding

Daniel Cremers, Thomas Brox, Uwe Franke, 2011, International Journal of Computer Vision.

Optical Flow: Traditional Approaches

Thomas Brox, T. Brox, 2020, Computer Vision.

Higher order motion models and spectral clustering

Thomas Brox, Peter Ochs, T. Brox, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

ECO: Efficient Convolutional Network for Online Video Understanding pdf

Thomas Brox, Kamaljeet Singh, Mohammadreza Zolfaghari, 2018, ECCV.

Image Orientation Estimation with Convolutional Networks

Thomas Brox, Alexey Dosovitskiy, Philipp Fischer, 2015, GCPR.

Deep learning for human part discovery in images

Wolfram Burgard, Thomas Brox, Abhinav Valada, 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

The Second Workshop on 3D Reconstruction Meets Semantics: Challenge Results Discussion

Robert B. Fisher, Thomas Brox, Torsten Sattler, 2018, ECCV Workshops.

Detecting People Using Mutually Consistent Poselet Activations

Subhransu Maji, Jitendra Malik, Thomas Brox, 2010, ECCV.

Hierarchical Markov Random Fields for mast cell segmentation in electron microscopic recordings

Thomas Brox, Margret Keuper, Thorsten Schmidt, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Efficient deep models for monocular road segmentation

Wolfram Burgard, Thomas Brox, Gabriel L. Oliveira, 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

A Comparison of Shape Matching Methods for Contour Based Pose Estimation

Hans-Peter Seidel, Bodo Rosenhahn, Daniel Cremers, 2006, IWCIA.

An Iterated L1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision

Thomas Brox, Alexey Dosovitskiy, Peter Ochs, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

A TV Flow Based Local Scale Measure for Texture Discrimination

Thomas Brox, Joachim Weickert, T. Brox, 2004, ECCV.

DeepTAM: Deep Tracking and Mapping

Thomas Brox, Benjamin Ummenhofer, Huizhong Zhou, 2018, ECCV.

Fast Joint Estimation of Silhouettes and Dense 3D Geometry from Multiple Images

Daniel Cremers, Thomas Brox, Kalin Kolev, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

First International Workshop on Video Segmentation - Panel Discussion

James M. Rehg, Thomas Brox, Bernt Schiele, 2014, ECCV Workshops.

Deep Multispectral Semantic Scene Understanding of Forested Environments Using Multimodal Fusion

Wolfram Burgard, Thomas Brox, Abhinav Valada, 2016, ISER.

Artistic Style Transfer for Videos pdf

Thomas Brox, Alexey Dosovitskiy, Manuel Ruder, 2016, GCPR.

Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency

Thomas Brox, Maxim Tatarchenko, Sudhanshu Mittal, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Self-supervised 3D Shape and Viewpoint Estimation from Single Images for Robotics

Wolfram Burgard, Thomas Brox, Maxim Tatarchenko, 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Region-based pose tracking with occlusions using 3D models

Bodo Rosenhahn, Thomas Brox, Joachim Weickert, 2010, Machine Vision and Applications.

Lucid Data Dreaming for Object Tracking pdf

Thomas Brox, Bernt Schiele, Rodrigo Benenson, 2017, ArXiv.

PDE-Based Deconvolution with Forward-Backward Diffusivities and Diffusion Tensors

Thomas Brox, Joachim Weickert, Martin Welk, 2005, Scale-Space.

Adversarial Examples for Semantic Image Segmentation pdf

Thomas Brox, Jan Hendrik Metzen, Volker Fischer, 2017, ICLR.

Automated Boxwood Topiary Trimming with a Robotic Arm and Integrated Stereo Vision*

Thomas Brox, Nikolaus Mayer, Bastiaan A. Vroegindeweij, 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation pdf

Wolfram Burgard, Thomas Brox, Senthil Yogamani, 2020, ArXiv.

Von Pixeln zu Regionen: partielle Differentialgleichungen in der Bildanalyse

Thomas Brox, Thomas Brox, 2005 .

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Parting with Illusions about Deep Active Learning pdf

Thomas Brox, Maxim Tatarchenko, Özgün Çiçek, 2019, ArXiv.

Point-Based 3D Reconstruction of Thin Objects

Thomas Brox, Benjamin Ummenhofer, 2013, 2013 IEEE International Conference on Computer Vision.

Bilevel Optimization with Nonsmooth Lower Level Problems

Thomas Brox, Peter Ochs, Thomas Pock, 2015, SSVM.

CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity pdf

Thomas Brox, Max Argus, Artemij Amiranashvili, 2019, 1902.05605.

Contours, Optic Flow, and Prior Knowledge: Cues for Capturing 3D Human Motion in Videos

Bodo Rosenhahn, Daniel Cremers, Thomas Brox, 2006, Human Motion.

A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation

Thomas Brox, Eddy Ilg, Alexey Dosovitskiy, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Nonlinear structure tensors

Thomas Brox, Joachim Weickert, Bernhard Burgeth, 2006, Image Vis. Comput..

Level set based segmentation of multiple objects

Thomas Brox, Joachim Weickert, T. Brox, 2004 .

High Accuracy Optical Flow Serves 3-D Pose Tracking: Exploiting Contour and Flow Based Constraints

Hans-Peter Seidel, Bodo Rosenhahn, Daniel Cremers, 2006, ECCV.

Editor’s Note

Thomas Brox, Mario Fritz, Thomas Brox, 2020, International Journal of Computer Vision.

Multi-Variate Temporal GAN for Large Scale Video Generation pdf

Thomas Brox, Max Argus, Mohammadreza Zolfaghari, 2020, ArXiv.

Non-smooth Non-convex Bregman Minimization: Unification and New Algorithms

Mohamed-Jalal Fadili, Thomas Brox, Peter Ochs, 2017, Journal of Optimization Theory and Applications.

Continuous Global Optimization in Multiview 3D Reconstruction

Daniel Cremers, Thomas Brox, Selim Esedoglu, 2007, EMMCVPR.

Robust Learning Under Label Noise With Iterative Noise-Filtering pdf

Thomas Brox, Duc Tam Nguyen, Thi-Phuong-Nhung Ngo, 2019, ArXiv.

Striving for Simplicity: The All Convolutional Net pdf

Thomas Brox, Martin A. Riedmiller, Alexey Dosovitskiy, 2014, ICLR.

Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images

Marcin J. Skwark, Daniel Cremers, Thomas Brox, 2016, NIPS.

Ieee Transactions on Pattern Analysis and Machine Intelligence Combined Region-and Motion-based 3d Tracking of Rigid and Articulated Objects

Bodo Rosenhahn, Daniel Cremers, Thomas Brox, 2022 .

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part IX

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Synthesizing the preferred inputs for neurons in neural networks via deep generator networks

Thomas Brox, Jason Yosinski, Alexey Dosovitskiy, 2016, NIPS.

Learning Representations for Predicting Future Activities pdf

Thomas Brox, Syed Mohsin Ali, Özgün Çiçek, 2019, ArXiv.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XI

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Fully automated segmentation and morphometrical analysis of muscle fiber images

Thomas Brox, Joachim Weickert, Yoo-Jin Kim, 2007, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

Tracking Clothed People

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2006, Human Motion.

Unsupervised Segmentation Incorporating Colour, Texture, and Motion

Rachid Deriche, Thomas Brox, Joachim Weickert, 2003, CAIP.

Object Segmentation by Long Term Analysis of Point Trajectories

Jitendra Malik, Thomas Brox, T. Brox, 2010, ECCV.

Orientation-boosted Voxel Nets for 3D Object Recognition pdf

Thomas Brox, Nima Sedaghat, Mohammadreza Zolfaghari, 2016, BMVC.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIX

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning pdf

Thomas Brox, Mohammadreza Zolfaghari, Hamed Pirsiavash, 2020, NeurIPS.

Lucid Data Dreaming for Multiple Object Tracking

Thomas Brox, Bernt Schiele, Eddy Ilg, 2017, 1703.09554.

CrossNorm: On Normalization for Off-Policy Reinforcement Learning

Thomas Brox, Max Argus, Artemij Amiranashvili, 2019 .

Motion Perception in Reinforcement Learning with Dynamic Objects pdf

Thomas Brox, Vladlen Koltun, Artemij Amiranashvili, 2018, CoRL.

Global stochastic optimization for robust and accurate human motion capture

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2007 .

Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow

Thomas Brox, Aaron Klein, Osama Makansi, 2018, ECCV.

Fully-Automated Analysis of Muscle Fiber Images with Combined Region and Edge-Based Active Contours

Thomas Brox, Joachim Weickert, Yoo-Jin Kim, 2006, Bildverarbeitung für die Medizin.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVIII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Segmentation in Point Clouds from RGB-D Using Spectral Graph Reduction

Thomas Brox, Margret Keuper, T. Brox, 2016, Perspectives in Shape Analysis.

On the Equivalence of Soft Wavelet Shrinkage, Total Variation Diffusion, Total Variation Regularization, and SIDEs

Thomas Brox, Joachim Weickert, Martin Welk, 2004, SIAM J. Numer. Anal..

Discriminative Detection and Alignment in Volumetric Data

Thomas Brox, Klaus Palme, Olaf Ronneberger, 2013, GCPR.

Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts

Thomas Brox, Margret Keuper, Nicolas Bonneel, 2015, ICCV.

Diskmask: Focusing Object Features for Accurate Instance Segmentation of Elongated or Overlapping Objects

Thomas Brox, Anton Böhm, Nikolaus Mayer, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

On the Statistical Interpretation of the Piecewise Smooth Mumford-Shah Functional

Daniel Cremers, Thomas Brox, T. Brox, 2007, SSVM.

Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Estimation

Bodo Rosenhahn, Thomas Brox, Joachim Weickert, 2005, DAGM-Symposium.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXX

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Equivalence Results for TV Diffusion and TV Regularisation

Thomas Brox, Joachim Weickert, Martin Welk, 2003, Scale-Space.

Continuous Global Optimization in Multiview 3D Reconstruction

Daniel Cremers, Thomas Brox, Kalin Kolev, 2007, International Journal of Computer Vision.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVIII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Universität Des Saarlandes Fachrichtung 6.1 – Mathematik Colour, Texture, and Motion in Level Set Based Segmentation and Tracking Colour, Texture, and Motion in Level Set Based Segmentation and Tracking

Rachid Deriche, Thomas Brox, Joachim Weickert, 2022 .

Explicitly Modeled Attention Maps for Image Classification pdf

Thomas Brox, Duc Tam Nguyen, Maximilian Dax, 2020, AAAI.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XIX

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Efficient Nonlocal Means for Denoising of Textural Patterns

Daniel Cremers, Thomas Brox, Oliver Kleinschmidt, 2008, IEEE Transactions on Image Processing.

Motion Based Foreground Detection and Poselet Motion Features for Action Recognition

Thomas Brox, Erwin Kraft, T. Brox, 2014, ACCV.

Motion Trajectory Segmentation via Minimum Cost Multicuts

Thomas Brox, Margret Keuper, Bjoern Andres, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Pixel-level encoding and depth layering for instance-level semantic segmentation

Thomas Brox, Uwe Dr.-Ing. Franke, Marius Cordts, 2016 .

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XV

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

q-Space Deep Learning: Twelve-Fold Shorter and Model-Free Diffusion MRI Scans

Daniel Cremers, Thomas Brox, Jonathan Sperl, 2016, IEEE Transactions on Medical Imaging.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XIII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Optical Flow

Thomas Brox, T. Brox, 2014, Computer Vision, A Reference Guide.

Dense Semi-rigid Scene Flow Estimation from RGBD Images

Thomas Brox, James L. Crowley, Julian Quiroga, 2014, ECCV.

Unsupervised Generation of a View Point Annotated Car Dataset from Videos

Thomas Brox, Nima Sedaghat, T. Brox, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Discriminative Unsupervised Feature Learning with Convolutional Neural Networks

Thomas Brox, Martin A. Riedmiller, Alexey Dosovitskiy, 2014, NIPS.

Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering

Thomas Brox, Bernt Schiele, Margret Keuper, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Lucid Data Dreaming for Video Object Segmentation

Thomas Brox, Bernt Schiele, Eddy Ilg, 2017, International Journal of Computer Vision.

Reconstruction of rigid body models from motion distorted laser range data using optical flow

Wolfram Burgard, Thomas Brox, Eddy Ilg, 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

Fast Rotation Invariant 3D Feature Computation Utilizing Efficient Local Neighborhood Operators

Thomas Brox, Thorsten Schmidt, Hans Burkhardt, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Stabilised Nonlinear Inverse Diffusion for Approximating Hyperbolic PDEs

Thomas Brox, Michael Breuß, Joachim Weickert, 2005, Scale-Space.

Video Segmentation with Just a Few Strokes

Thomas Brox, Naveen Shankar Nagaraja, Frank R. Schmidt, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Ieee Transactions on Pattern Analysis and Machine Intelligence Segmentation of Moving Objects by Long Term Video Analysis

Jitendra Malik, Thomas Brox, Peter Ochs, 2022 .

PDEs for Tensor Image Processing

Thomas Brox, Joachim Weickert, Martin Welk, 2006, Visualization and Processing of Tensor Fields.

Occlusion boundary detection and figure/ground assignment from optical flow

Jitendra Malik, Thomas Brox, Pablo Andrés Arbeláez, 2011, CVPR 2011.

Towards A Multidimensional Perspective on Shared Autonomy

Stefan Kopp, Wolfram Burgard, Bernhard Nebel, 2016, AAAI Fall Symposia.

Dense Point Trajectories by GPU-Accelerated Large Displacement Optical Flow

Kurt Keutzer, Thomas Brox, Narayanan Sundaram, 2010, ECCV.

Online Smoothing for Markerless Motion Capture

Hans-Peter Seidel, Bodo Rosenhahn, Daniel Cremers, 2007, DAGM-Symposium.

Group Pruning using a Bounded-Lp norm for Group Gating and Regularization

Thomas Brox, Dan Zhang, Chaithanya Kumar Mummadi, 2019, GCPR.

What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?

Daniel Cremers, Thomas Brox, Eddy Ilg, 2018, International Journal of Computer Vision.

WarpCut - Fast Obstacle Segmentation in Monocular Video

Daniel Cremers, Thomas Brox, Thomas Schoenemann, 2007, DAGM-Symposium.

Robust Semantic Segmentation using Deep Fusion

Wolfram Burgard, Thomas Brox, Abhinav Valada, 2016, RSS 2016.

A Silhouette Based Human Motion Tracking System

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2005 .

Single-view to Multi-view: Reconstructing Unseen Views with a Convolutional Network pdf

Thomas Brox, Alexey Dosovitskiy, Maxim Tatarchenko, 2015, ArXiv.

Blind deconvolution with PSF regularization for wide-field microscopy

Thomas Brox, Margret Keuper, Jan Padeken, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Object segmentation in video: A hierarchical variational approach for turning point trajectories into dense regions

Thomas Brox, Peter Ochs, T. Brox, 2011, 2011 International Conference on Computer Vision.

Efficient and robust deep networks for semantic segmentation

Wolfram Burgard, Thomas Brox, Gabriel L. Oliveira, 2018, Int. J. Robotics Res..

Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation

Thomas Brox, Bernt Schiele, Margret Keuper, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation

Jitendra Malik, Thomas Brox, T. Brox, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Large displacement optical flow

Jitendra Malik, Thomas Brox, Christoph Bregler, 2009, CVPR.

DeepTAM: Deep Tracking and Mapping with Convolutional Neural Networks

Thomas Brox, Benjamin Ummenhofer, Huizhong Zhou, 2019, International Journal of Computer Vision.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXI

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Universität Des Saarlandes Fachrichtung 6.1 – Mathematik Level Set Segmentation with Multiple Regions Level Set Segmentation with Multiple Regions

Thomas Brox, Joachim Weickert, T. Brox, 2022 .

Hierarchy of Localized Random Forests for Video Annotation

Kun Liu, Thomas Brox, Peter Ochs, 2012, DAGM/OAGM Symposium.

Pixel-Level Encoding and Depth Layering for Instance-Level Semantic Labeling

Thomas Brox, Uwe Franke, Marius Cordts, 2016, GCPR.

Diffusion Filtering

Thomas Brox, Thomas Brox, 2014, Computer Vision, A Reference Guide.

High Accuracy Optical Flow Estimation Based on a Theory for Warping

Thomas Brox, Joachim Weickert, Andrés Bruhn, 2004, ECCV.

Rotation-Invariant HOG Descriptors Using Fourier Analysis in Polar and Spherical Coordinates

Kun Liu, Thomas Brox, Thorsten Schmidt, 2014, International Journal of Computer Vision.

Dense 3D Reconstruction with a Hand-Held Camera

Thomas Brox, Benjamin Ummenhofer, T. Brox, 2012, DAGM/OAGM Symposium.

Variational Motion Segmentation with Level Sets

Thomas Brox, Joachim Weickert, Andrés Bruhn, 2006, ECCV.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

U-Net: deep learning for cell counting, detection, and morphometry

Thomas Brox, Klaus Palme, Olaf Ronneberger, 2018, Nature Methods.

TrimBot2020: an outdoor robot for automatic gardening pdf

Robert B. Fisher, Nicolai Petkov, Thomas Brox, 2018, ArXiv.

Temporal Shift GAN for Large Scale Video Generation

Thomas Brox, Max Argus, Mohammadreza Zolfaghari, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images pdf

Thomas Brox, Osama Makansi, Eddy Ilg, 2018, ArXiv.

An Objective Comparison of Cell Tracking Algorithms

Nathalie Harder, Karl Rohr, Lars Malmström, 2017, Nature Methods.

ALBERT-LUDWIG UNIVERSITY FREIBURG Institute of Computer Science Chair for Pattern Recognition and Image Processing Multiview Deblurring for 3-D Images from Light Sheet based Fluorescence Microscopy - Supporting Online Material

Thomas Brox, Peter Ochs, Wolfgang Driever, 2011 .

iPiasco: Inertial Proximal Algorithm for Strongly Convex Optimization

Thomas Brox, Peter Ochs, Thomas Pock, 2015, Journal of Mathematical Imaging and Vision.

Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation pdf

Thomas Brox, Margret Keuper, Eddy Ilg, 2018, ECCV.

Anomaly Detection With Multiple-Hypotheses Predictions

Thomas Brox, Duc Tam Nguyen, Zhongyu Lou, 2018, ICML.

Defending Against Universal Perturbations With Shared Adversarial Training

Thomas Brox, Jan Hendrik Metzen, Chaithanya Kumar Mummadi, 2018, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

AutoDispNet: Improving Disparity Estimation With AutoML

Thomas Brox, Frank Hutter, Yassine Marrakchi, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Universal Adversarial Perturbations Against Semantic Image Segmentation

Thomas Brox, Jan Hendrik Metzen, Volker Fischer, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part X

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Global, Dense Multiscale Reconstruction for a Billion Points

Thomas Brox, Benjamin Ummenhofer, T. Brox, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VIII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Generating Images with Perceptual Similarity Metrics based on Deep Networks

Thomas Brox, Alexey Dosovitskiy, T. Brox, 2016, NIPS.

Object segmentation by alignment of poselet activations to image contours

Subhransu Maji, Jitendra Malik, Thomas Brox, 2011, CVPR 2011.

Active unsupervised texture segmentation on a diffusion based feature space

Rachid Deriche, Thomas Brox, Mikaël Rousson, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

Realtime Depth Estimation and Obstacle Detection from Monocular Video

Daniel Cremers, Thomas Brox, Jens Klappstein, 2006, DAGM-Symposium.

DPDB-Net: Exploiting Dense Connections for Convolutional Encoders

Wolfram Burgard, Thomas Brox, Gabriel L. Oliveira, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Propagated Photoconsistency and Convexity in Variational Multiview 3D Reconstruction

Daniel Cremers, Thomas Brox, Kalin Kolev, 2007 .

Temporally Consistent Depth Estimation in Videos with Recurrent Architectures

Thomas Brox, Benjamin Ummenhofer, Huizhong Zhou, 2018, ECCV Workshops.

White Matter MS-Lesion Segmentation Using a Geometric Brain Model

Thomas Brox, Cristina Granziera, Maddalena Strumia, 2016, IEEE Transactions on Medical Imaging.

U-Net: Convolutional Networks for Biomedical Image Segmentation pdf

Thomas Brox, Olaf Ronneberger, Philipp Fischer, 2015, MICCAI.

Multi-view 3D Models from Single Images with a Convolutional Network

Thomas Brox, Alexey Dosovitskiy, Maxim Tatarchenko, 2015, ECCV.

3D Human Pose Estimation in RGBD Images for Robotic Task Learning

Wolfram Burgard, Thomas Brox, Christian Zimmermann, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Diffusion Filters and Wavelets: What Can They Learn from Each Other?

Thomas Brox, Joachim Weickert, Martin Welk, 2006, Handbook of Mathematical Models in Computer Vision.

Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior

Thomas Brox, Osama Makansi, Özgün Çiçek, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VI

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Learning to Generate Chairs, Tables and Cars with Convolutional Networks

Thomas Brox, Alexey Dosovitskiy, Maxim Tatarchenko, 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Understanding and Robustifying Differentiable Architecture Search pdf

Thomas Brox, Frank Hutter, Thomas Elsken, 2020, ICLR.

Uncertainty Estimates for Optical Flow with Multi-Hypotheses Networks pdf

Thomas Brox, Aaron Klein, Osama Makansi, 2018, ArXiv.

Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection

Thomas Brox, Gabriel L. Oliveira, Mohammadreza Zolfaghari, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Learning to Estimate 3D Hand Pose from Single RGB Images

Thomas Brox, Christian Zimmermann, T. Brox, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Topometric Localization with Deep Learning pdf

Wolfram Burgard, Thomas Brox, Gabriel L. Oliveira, 2017, ISRR.

Spatiotemporal Deformable Prototypes for Motion Anomaly Detection

Nico Scherf, Thomas Brox, Olaf Ronneberger, 2017, International Journal of Computer Vision.

Region-Based Pose Tracking

Bodo Rosenhahn, Daniel Cremers, Thomas Brox, 2007, IbPRIA.

SELF: Learning to Filter Noisy Labels with Self-Ensembling pdf

Thomas Brox, Duc Tam Nguyen, Chaithanya Kumar Mummadi, 2019, ICLR.

Optimized Generic Feature Learning for Few-shot Classification across Domains pdf

Cordelia Schmid, Thomas Brox, Tonmoy Saikia, 2020, ArXiv.

MAIN: Multi-Attention Instance Network for Video Segmentation pdf

Bernard Ghanem, Thomas Brox, Pablo Andrés Arbeláez, 2019, Comput. Vis. Image Underst..

Nonlinear Matrix Diffusion for Optic Flow Estimation

Thomas Brox, Joachim Weickert, T. Brox, 2002, DAGM-Symposium.

Techniques for Gradient-Based Bilevel Optimization with Non-smooth Lower Level Problems

Thomas Brox, Peter Ochs, Thomas Pock, 2016, Journal of Mathematical Imaging and Vision.

An Evaluation Approach for Scene Flow with Decoupled Motion and Position

Daniel Cremers, Thomas Brox, Uwe Franke, 2008, Statistical and Geometrical Approaches to Visual Motion Analysis.

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Thomas Brox, Martin A. Riedmiller, Alexey Dosovitskiy, 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A system for marker-less motion capture

Bodo Rosenhahn, Thomas Brox, Reinhard Klette, 2006, Künstliche Intell..

Distances Based on Non-rigid Alignment for Comparison of Different Object Instances

Thomas Brox, Benjamin Drayer, T. Brox, 2013, GCPR.

Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF)

Thomas Brox, Margret Keuper, Jan Padeken, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Sparsity Invariant CNNs

Thomas Brox, Nick Schneider, Andreas Geiger, 2017, 2017 International Conference on 3D Vision (3DV).

Point-Wise Mutual Information-Based Video Segmentation with High Temporal Consistency

Thomas Brox, Margret Keuper, 2016, ECCV Workshops.

A TV flow based local scale estimate and its application to texture discrimination

Thomas Brox, Joachim Weickert, 2006, J. Vis. Commun. Image Represent..

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVI

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, ECCV.

Training Deformable Object Models for Human Detection Based on Alignment and Clustering

Thomas Brox, Benjamin Drayer, 2014, ECCV.

Iterated Nonlocal Means for Texture Restoration

Daniel Cremers, Thomas Brox, T. Brox, 2007, SSVM.

A System for Marker-Less Human Motion Estimation

Bodo Rosenhahn, Thomas Brox, Reinhard Klette, 2005, DAGM-Symposium.

Staying Well Grounded in Markerless Motion Capture

Hans-Peter Seidel, Bodo Rosenhahn, Thomas Brox, 2008, DAGM-Symposium.

Computer Vision – ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VII

Jan-Michael Frahm, Thomas Brox, Horst Bischof, 2020, European Conference on Computer Vision.

Appreciation to IJCV Reviewers

Reinhard Koch, Iasonas Kokkinos, Jan-Michael Frahm, 2012, International Journal of Computer Vision.

Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT pdf

Thomas Brox, Alexey Dosovitskiy, Philipp Fischer, 2014, ArXiv.

Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins pdf

Thomas Brox, Özgün Çiçek, Yassine Marrakchi, 2020, iMIMIC/MIL3iD/LABELS@MICCAI.

Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding

Thomas Brox, Ilka Diester, Svenja Melbaum, 2021 .

CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations pdf

Thomas Brox, Peter Gehler, Mohammadreza Zolfaghari, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Search for temporal cell segmentation robustness in phase-contrast microscopy videos pdf

Thomas Brox, Arrate Muñoz-Barrutia, Özgün Çiçek, 2021, ArXiv.

3D pose estimation enables virtual head fixation in freely moving rats

Thomas Brox, Ilka Diester, Artur Schneider, 2021, Neuron.

Semi-Supervised Disparity Estimation with Deep Feature Reconstruction pdf

Thomas Brox, Julia Guerrero-Viu, Sergio Izquierdo, 2021, ArXiv.

Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation pdf

Thomas Brox, Jan Hendrik Metzen, Evgeny Levinkov, 2021, ArXiv.

Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors

Thomas Brox, Maxim Tatarchenko, Jan Bechtold, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives

Thomas Brox, Juergen Gall, David T. Hoffmann, 2022, AAAI.

U NSUPERVISED O BJECT L EARNING VIA C OMMON F ATE pdf

Thomas Brox, Matthias Bethge, Bernhard Scholkopf, 2021 .

Contrastive Representation Learning for Hand Shape Estimation

Thomas Brox, Max Argus, Christian Zimmermann, 2021, GCPR.

Towards Total Recall in Industrial Anomaly Detection pdf

Peter V. Gehler, Bernhard Schölkopf, Thomas Brox, 2021, ArXiv.

Multi-headed Neural Ensemble Search pdf

Thomas Brox, Frank Hutter, Tonmoy Saikia, 2021, ArXiv.

Fighting Class Imbalance with Contrastive Learning

Thomas Brox, Osama Makansi, Yassine Marrakchi, 2021, MICCAI.

What Causes Optical Flow Networks to be Vulnerable to Physical Adversarial Attacks pdf

Thomas Brox, Tonmoy Saikia, Simon Schrodi, 2021, ArXiv.

Essentials for Class Incremental Learning

Thomas Brox, Sudhanshu Mittal, Silvio Galesso, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Towards Understanding Adversarial Robustness of Optical Flow Networks

Thomas Brox, Tonmoy Saikia, Simon Schrodi, 2021 .

You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction pdf

Thomas Brox, Osama Makansi, Dominik Janzing, 2021, ICLR.

On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors pdf

Thomas Brox, Osama Makansi, Özgün Çiçek, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Improving robustness against common corruptions with frequency biased models pdf

Cordelia Schmid, Thomas Brox, Tonmoy Saikia, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Pre-training of Deep RL Agents for Improved Learning under Domain Randomization pdf

Wolfram Burgard, Thomas Brox, Lukas Hermann, 2021, ArXiv.

Inversin relays Frizzled-8 signals to promote proximal pronephros development

Thomas Brox, Hans Burkhardt, Olaf Ronneberger, 2010, Proceedings of the National Academy of Sciences.

Inline quality rating of multi‐crystalline wafers based on photoluminescence images

Thomas Brox, Stefan Rein, Matthias Demant, 2016 .

Towards Robust Semantic Segmentation using Deep Fusion

Wolfram Burgard, Thomas Brox, Abhinav Valada, 2010 .

ViBE-Z: a framework for 3D virtual colocalization analysis in zebrafish larval brains

Thomas Brox, Hans Burkhardt, Olaf Ronneberger, 2012, Nature Methods.

Improving Unimodal Object Recognition with Multimodal Contrastive Learning

Wolfram Burgard, Thomas Brox, Andreas Eitel, 2020, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Erratum: ViBE-Z: a framework for 3D virtual colocalization analysis in zebrafish larval brains

Thomas Brox, Hans Burkhardt, Olaf Ronneberger, 2012, Nature Methods.

Microcracks in Silicon Wafers I: Inline Detection and Implications of Crack Morphology on Wafer Strength

Thomas Brox, Tim Welschehold, Stefan Rein, 2016, IEEE Journal of Photovoltaics.