Thomas Brox

Research interests

Publications

• Towards Total Recall in Industrial Anomaly Detection

  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · https://doi.org/10.1109/cvpr52688.2022.01392

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

  Nature Methods · 2018 · https://doi.org/10.1038/s41592-018-0261-2

• An objective comparison of cell-tracking algorithms

  Nature Methods · 2017 · https://doi.org/10.1038/nmeth.4473

• FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

  Journal · 2017 · https://doi.org/10.1109/cvpr.2017.179

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

  Journal · 2016

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

  Lecture notes in computer science · 2016 · https://doi.org/10.1007/978-3-319-46723-8_49

• FlowNet: Learning Optical Flow with Convolutional Networks

  Journal · 2015 · https://doi.org/10.1109/iccv.2015.316

• U-Net: Convolutional Networks for Biomedical Image Segmentation

  Lecture notes in computer science · 2015 · https://doi.org/10.1007/978-3-319-24574-4_28

• Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 10.1109/tpami.2015.2496141

• Striving for Simplicity: The All Convolutional Net

  arXiv (Cornell University) · 2014 · 10.48550/arxiv.1412.6806

• Detecting People Using Mutually Consistent Poselet Activations

  Lecture notes in computer science · 2010 · https://doi.org/10.1007/978-3-642-15567-3_13

• Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 10.1109/tpami.2010.143

• High Accuracy Optical Flow Estimation Based on a Theory for Warping

  Lecture notes in computer science · 2004 · https://doi.org/10.1007/978-3-540-24673-2_3

Current projects

No projects listed.