FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

6 December 2016

Alexey Dosovitskiy

Thomas Brox

3DPC

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Papers citing "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks"

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Title
Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon 13 23 0 08 May 2019
Deep Flow-Guided Video Inpainting Rui Xu Xiaoxiao Li Bolei Zhou Chen Change Loy VGen 14 219 0 08 May 2019
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference Yifan Ding Chuan Wang Haibin Huang Jiaming Liu Jue Wang Liqiang Wang 22 12 0 08 May 2019
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery Junming Zhang M. Ramanagopal Ram Vasudevan Matthew Johnson-Roberson 3DV 33 31 0 07 May 2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang Kelvin C. K. Chan K. Yu Chao Dong Chen Change Loy SupR 31 1,002 0 07 May 2019
Deep Video Inpainting Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon 20 196 0 05 May 2019
Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications Ming Lu Ming Cheng Yiling Xu Shiliang Pu Qiu Shen Zhan Ma 25 10 0 03 May 2019
Self-supervised Learning for Video Correspondence Flow Zihang Lai Weidi Xie VOS 8 50 0 02 May 2019
Differentiable Visual Computing Tzu-Mao Li 21 15 0 27 Apr 2019
A Conditional Adversarial Network for Scene Flow Estimation Ravi Kumar Thakur Snehasis Mukherjee GAN 3DPC 17 2 0 25 Apr 2019
Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes Chaoyang Wang Simon Lucey Federico Perazzi Oliver Wang MDE 3DH 26 113 0 25 Apr 2019
Learning the Depths of Moving People by Watching Frozen People Zhengqi Li Tali Dekel Forrester Cole Richard Tucker Noah Snavely Ce Liu William T. Freeman MDE 3DH 34 242 0 25 Apr 2019
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks Jaedeok Kim Chi-youn Park Hyungsik Jung Yoonsuck Choe 13 18 0 24 Apr 2019
Metric Learning for Image Registration Marc Niethammer Roland Kwitt François-Xavier Vialard MedIm 14 77 0 21 Apr 2019
Video Object Segmentation and Tracking: A Survey Rui Yao Guosheng Lin Shixiong Xia Jiaqi Zhao Yong Zhou VOS 23 147 0 19 Apr 2019
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 19 312 0 19 Apr 2019
Deep Rigid Instance Scene Flow Wei-Chiu Ma Shenlong Wang Rui Hu Yuwen Xiong R. Urtasun 3DPC 28 112 0 18 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data Daniel Gehrig Antonio Loquercio Konstantinos G. Derpanis Davide Scaramuzza DRL AI4TS 11 328 0 17 Apr 2019
Self-Supervised Flow Estimation using Geometric Regularization with Applications to Camera Image and Grid Map Sequences Sascha Wirges Johannes Grater Qiuhao Zhang Christoph Stiller 11 4 0 17 Apr 2019
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Shuangjie Xu Daizong Liu Linchao Bao Wei Liu Pan Zhou VOS 9 49 0 17 Apr 2019
Estimation of Linear Motion in Dense Crowd Videos using Langevin Model S. Behera D. P. Dogra M. Bandyopadhyay P. Roy 11 6 0 15 Apr 2019
Geometric Image Correspondence Verification by Dense Pixel Matching Zakaria Laskar Iaroslav Melekhov Hamed R. Tavakoli Juha Ylioinas Arno Solin 22 13 0 15 Apr 2019
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal Ya-Liang Chang Zhe-Yu Liu Winston H. Hsu 11 26 0 14 Apr 2019
An Empirical Evaluation Study on the Training of SDC Features for Dense Pixel Matching René Schuster Oliver Wasenmüller C. Unger D. Stricker 21 2 0 12 Apr 2019
MAIN: Multi-Attention Instance Network for Video Segmentation Juan Carlos León Alcázar M. A. Bravo Ali K. Thabet Guillaume Jeanneret Thomas Brox Pablo Arbeláez Guohao Li VOS 11 2 0 11 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 23 271 0 10 Apr 2019
Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes Yiran Zhong Pan Ji Jianyuan Wang Yuchao Dai Hongdong Li 11 63 0 08 Apr 2019
StereoDRNet: Dilated Residual Stereo Net Rohan Chabra Julian Straub Chris Sweeney Richard Newcombe Henry Fuchs MDE 3DPC 3DV 9 100 0 03 Apr 2019
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos Shu Kong Charless C. Fowlkes 23 16 0 02 Apr 2019
PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study M. Shoeiby A. Robles-Kelly Ran Wei Radu Timofte SupR 25 15 0 01 Apr 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 14 6 0 28 Mar 2019
Road User Detection in Videos Hughes Perreault Guillaume-Alexandre Bilodeau Nicolas Saunier P. Gravel VOT 10 9 0 28 Mar 2019
Dense Intrinsic Appearance Flow for Human Pose Transfer Yining Li Chen Huang Chen Change Loy 3DH 16 182 0 27 Mar 2019
Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Sen Wang Andrew Markham A. Trigoni SSL 11 44 0 25 Mar 2019
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations C. Qin Bibo Shi Rui Liao Tommaso Mansi Daniel Rueckert A. Kamen MedIm 36 125 0 22 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 36 486 0 18 Mar 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 23 177 0 15 Mar 2019
Two-Stream Action Recognition-Oriented Video Super-Resolution Haochen Zhang Dong Liu Zhiwei Xiong SupR 28 44 0 13 Mar 2019
Unsupervised motion saliency map estimation based on optical flow inpainting Léo Maczyta P. Bouthemy O. Le Meur 16 6 0 12 Mar 2019
Demonstration of Vector Flow Imaging using Convolutional Neural Networks T. Robins A. Stanziola Kai Reimer P. Weinberg M. Tang 11 0 0 11 Mar 2019
Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals Patrick Schlosser David Münch Michael Arens 3DPC 13 3 0 11 Mar 2019
FastReg: Fast Non-Rigid Registration via Accelerated Optimisation on the Manifold of Diffeomorphisms Daniel Grzech Loic Le Folgoc M. Heinrich Bishesh Khanal Jakub Moll J. Schnabel Ben Glocker Bernhard Kainz MedIm 8 4 0 05 Mar 2019
Image Super-Resolution by Neural Texture Transfer Zhifei Zhang Zhaowen Wang Zhe-nan Lin Hairong Qi SupR 22 275 0 03 Mar 2019
Unsupervised Traffic Accident Detection in First-Person Videos Yu Yao Mingze Xu Yuchen Wang David J. Crandall E. Atkins 30 137 0 02 Mar 2019
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video Qunliang Xing Zhenyu Guan Mai Xu Ren Yang Tie Liu Zulin Wang 33 196 0 26 Feb 2019
Event-driven Video Frame Synthesis Zihao W. Wang Weixin Jiang Kuan He Boxin Shi Aggelos K. Katsaggelos O. Cossairt 6 36 0 26 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 43 3,994 0 25 Feb 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 11 173 0 25 Feb 2019
2D LiDAR Map Prediction via Estimating Motion Flow with GRU Yafei Song Yonghong Tian G. Wang Mingyang Li 3DPC 27 11 0 19 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 20 1,687 0 16 Feb 2019