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

7 December 2015

Alexey Dosovitskiy

Thomas Brox

3DPC

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

21 / 1,171 papers shown

Title
Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild Nima Sedaghat Mohammadreza Zolfaghari Thomas Brox 77 16 0 12 Dec 2016
Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing Chi Li M. Zia Quoc-Huy Tran Xiang Yu Gregory Hager Manmohan Chandraker 3DPC 3DV 107 91 0 08 Dec 2016
Scene Flow Estimation: A Survey Zike Yan Xuezhi Xiang 65 29 0 08 Dec 2016
DeMoN: Depth and Motion Network for Learning Monocular Stereo Benjamin Ummenhofer Huizhong Zhou J. Uhrig N. Mayer Eddy Ilg Alexey Dosovitskiy Thomas Brox 3DV MDE 141 703 0 07 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 268 3,083 0 06 Dec 2016
Deep Stereo Matching with Dense CRF Priors Ron Slossberg Aaron Wetzler Ron Kimmel 3DV 20 5 0 06 Dec 2016
Semi-supervised learning of deep metrics for stereo reconstruction S. Tulyakov A. Ivanov François Fleuret 3DV SSL 16 1 0 03 Dec 2016
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 84 144 0 02 Dec 2016
TorontoCity: Seeing the World with a Million Eyes Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Binh Yang Justin Liang Joel Cheverie Sanja Fidler R. Urtasun 3DV ViT 77 178 0 01 Dec 2016
End-to-End Training of Hybrid CNN-CRF Models for Stereo Patrick Knöbelreiter Christian Reinbacher Alexander Shekhovtsov Thomas Pock 3DV 113 132 0 30 Nov 2016
Surveillance Video Parsing with Single Frame Supervision Si Liu Changhu Wang Ruihe Qian Han Yu Renda Bao 80 59 0 29 Nov 2016
End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo Andrey Kuzmin Dmitry Mikushin Victor Lempitsky 3DV 43 25 0 17 Nov 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 125 1,221 0 03 Nov 2016
Real-time Halfway Domain Reconstruction of Motion and Geometry Lucas Thies Michael Zollhöfer Christian Richardt Christian Theobalt G. Greiner 3DH 54 2 0 23 Oct 2016
Quick and energy-efficient Bayesian computing of binocular disparity using stochastic digital signals Alexandre Coninx P. Bessière J. Droulez 3DV 16 4 0 14 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 159 2,890 0 13 Sep 2016
Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness Jason J. Yu Adam W. Harley Konstantinos G. Derpanis 83 410 0 20 Aug 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 126 2,018 0 07 Aug 2016
CNN-based Patch Matching for Optical Flow with Thresholded Hinge Embedding Loss C. Bailer Kiran Varanasi Didier Stricker 115 63 0 27 Jul 2016
Exploiting Semantic Information and Deep Matching for Optical Flow Min Bai Wenjie Luo Kaustav Kundu R. Urtasun 3DPC 43 5 0 06 Apr 2016
Enabling Depth-driven Visual Attention on the iCub Humanoid Robot: Instructions for Use and New Perspectives Giulia Pasquale Tanis Mar C. Ciliberto Lorenzo Rosasco Lorenzo Natale 54 22 0 23 Sep 2015