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Thomas Brox | Researchclopedia

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Thomas Brox

University of Freiburg ORCID

432

Works

136,045

Citations

86

h-index

233

i10-index

Research Topics

Advanced Vision and Imaging Advanced Neural Network Applications Advanced Image and Video Retrieval Techniques

Affiliations

University of North Carolina at Chapel Hill2020–2020

Amazon (United States)2022–2023

University of Bonn2006–2009

University of Freiburg2010–2026

University of Mannheim2001–2001

Top Works

U-Net: Convolutional Networks for Biomedical Image Segmentation

Olaf Ronneberger,Philipp Fischer,et al.

201586,518 citations

Human Pose and Action Recognition

Domain Adaptation and Few-Shot Learning

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

Özgün Çiçek,Ahmed Abdulkadir,et al.

20167,471 citations

FlowNet: Learning Optical Flow with Convolutional Networks

Alexey Dosovitskiy,Philipp Fischer,et al.

20154,141 citations

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Eddy Ilg,N. Michael Mayer,et al.

20173,275 citations

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg,Alexey Dosovitskiy,et al.

20142,592 citations

High Accuracy Optical Flow Estimation Based on a Theory for Warping

Thomas Brox,Andrés Bruhn,et al.

20042,572 citations

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

Thorsten Falk,Dominic Mai,et al.

20181,969 citations

Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation

Thomas Brox,Jitendra Malik

20101,296 citations

Towards Total Recall in Industrial Anomaly Detection

Karsten Roth,Latha Pemula,et al.

20221,259 citations