Thomas Brox
University of Freiburg(DE)
Publications by Year
Research Areas
Advanced Vision and Imaging, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → U-Net: Convolutional Networks for Biomedical Image Segmentation(2015)86,331 cited
- → 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation(2016)7,464 cited
- → FlowNet: Learning Optical Flow with Convolutional Networks(2015)4,136 cited
- → FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks(2017)3,273 cited
- → Striving for Simplicity: The All Convolutional Net(2014)2,592 cited
- → High Accuracy Optical Flow Estimation Based on a Theory for Warping(2004)2,572 cited
- → U-Net: deep learning for cell counting, detection, and morphometry(2018)1,967 cited
- → Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation(2010)1,296 cited
- → Towards Total Recall in Industrial Anomaly Detection(2022)1,249 cited
- → Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs(2017)790 cited