Optical Flow Estimation in the Deep Learning Age

6 April 2020

Papers citing "Optical Flow Estimation in the Deep Learning Age"

26 / 26 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 71 312 0 19 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 78 273 0 10 Apr 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 27 173 0 25 Feb 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 114 246 0 15 Dec 2018
Continual Occlusions and Optical Flow Estimation Michal Neoral Jan Sochman Jirí Matas 50 17 0 05 Nov 2018
A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren Orazio Gallo Deqing Sun Ming-Hsuan Yang Erik B. Sudderth Jan Kautz 47 87 0 23 Oct 2018
Conditional Prior Networks for Optical Flow Yanchao Yang Stefano Soatto 3DPC 65 37 0 26 Jul 2018
ProFlow: Learning to Predict Optical Flow Daniel Maurer Andrés Bruhn 41 41 0 03 Jun 2018
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 85 579 0 21 Nov 2017
Occlusion Aware Unsupervised Learning of Optical Flow Yang Wang Yezhou Yang Zhenheng Yang Liang Zhao Peng Wang Wei Xu SSL 61 310 0 16 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 254 2,445 0 07 Sep 2017
DenseNet for Dense Flow Yi Zhu Shawn D. Newsam 46 236 0 19 Jul 2017
Accurate Optical Flow via Direct Cost Volume Processing Jia Xu René Ranftl V. Koltun 106 240 0 24 Apr 2017
Guided Optical Flow Learning Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann SSL 65 48 0 08 Feb 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,081 0 06 Dec 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 108 1,217 0 03 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,813 0 25 Aug 2016
Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness Jason J. Yu Adam W. Harley Konstantinos G. Derpanis 62 409 0 20 Aug 2016
Unsupervised convolutional neural networks for motion estimation A. Ahmadi Ioannis Patras 54 102 0 22 Jan 2016
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Daniel Cremers Alexey Dosovitskiy Thomas Brox 3DPC 64 2,646 0 07 Dec 2015
PatchBatch: a Batch Augmented Loss for Optical Flow David Gadot Lior Wolf 53 102 0 06 Dec 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 311 4,177 0 26 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 84 1,436 0 14 Apr 2015
EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow Jérôme Revaud Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid 76 797 0 12 Jan 2015
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 72 769 0 15 Sep 2014