Thomas Brox

FlowNet: Learning Optical Flow with Convolutional Networks

Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg et al. · 2015 · 4.1K citations

Generic Architecture, Convolutional Neural Network, Engineering +16

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Eddy Ilg, N. Michael Mayer, Tonmoy Saikia et al. · 2017 · 3.3K citations

Engineering, Machine Learning, Video Processing +17

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox et al. · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

Image Classification, Convolutional Neural Network, Machine Vision +15

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

Thorsten Falk, Dominic Mai, Robert Bensch et al. · Nature Methods · 2018 · 2K citations

Convolutional Neural Network, Systems Biology, Image Analysis +8

Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation

Thomas Brox, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 1.3K citations

Engineering, Rich Descriptors, Image Sequence Analysis +17