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
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Yu Wu Wei Zou Junjie Yan 38 264 0 03 Nov 2017
ActivityNet Challenge 2017 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 40 48 0 22 Oct 2017
Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor Aaron Chadha Alhabib Abbas Y. Andreopoulos 21 37 0 14 Oct 2017
Secrets in Computing Optical Flow by Convolutional Networks Junxuan Li 13 0 0 04 Oct 2017
Playing for Benchmarks Stephan R. Richter Zeeshan Hayder V. Koltun 11 463 0 21 Sep 2017
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model Ty Nguyen Steven W. Chen Shreyas S. Shivakumar Camillo J. Taylor Vijay Kumar 15 278 0 12 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz 3DPC 23 2,422 0 07 Sep 2017
Learning Dense Facial Correspondences in Unconstrained Images Ronald Yu Shunsuke Saito Haoxiang Li Duygu Ceylan Hao Li CVBM 3DH 17 62 0 02 Sep 2017
Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching Jiahao Pang Wenxiu Sun Jimmy S. J. Ren Chengxi Yang Qiong Yan 11 455 0 30 Aug 2017
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 18 96 0 17 Aug 2017
Artistic style transfer for videos and spherical images Manuel Ruder Alexey Dosovitskiy Thomas Brox 3DH 20 137 0 13 Aug 2017
Video Object Segmentation with Re-identification Xiaoxiao Li Yuankai Qi Zhe Wang Kai-xiang Chen Ziwei Liu Jianping Shi Ping Luo Xiaoou Tang Chen Change Loy VOS 30 64 0 01 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 27 1 0 20 Jul 2017
DenseNet for Dense Flow Yi Zhu Shawn D. Newsam 14 229 0 19 Jul 2017
The Devil is in the Decoder: Classification, Regression and GANs Z. Wojna V. Ferrari S. Guadarrama N. Silberman Liang-Chieh Chen Alireza Fathi J. Uijlings 31 94 0 18 Jul 2017
RegNet: Multimodal Sensor Registration Using Deep Neural Networks N. Schneider Florian Piewak Christoph Stiller Uwe Franke 19 185 0 11 Jul 2017
Deep Bilateral Learning for Real-Time Image Enhancement Michael Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff F. Durand 3DH 24 729 0 10 Jul 2017
End-to-End Learning of Video Super-Resolution with Motion Compensation Osama Makansi Eddy Ilg Thomas Brox SupR 28 54 0 03 Jul 2017
Two-Stream Convolutional Networks for Dynamic Texture Synthesis Matthew Tesfaldet Marcus A. Brubaker Konstantinos G. Derpanis 36 54 0 21 Jun 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 25 791 0 12 Jun 2017
Unsupervised learning of object frames by dense equivariant image labelling James Thewlis Hakan Bilen Andrea Vedaldi OCL 27 26 0 09 Jun 2017
TransFlow: Unsupervised Motion Flow by Joint Geometric and Pixel-level Estimation S. Alletto Davide Abati Simone Calderara Rita Cucchiara Luca Rigazio ViT 10 7 0 01 Jun 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 25 1,018 0 23 May 2017
Learning Image Relations with Contrast Association Networks Yao Lu Zhirong Yang Arno Solin Samuel Kaski 13 2 0 16 May 2017
Adaptive Regularization of Some Inverse Problems in Image Analysis Byung-Woo Hong JaKeoung Koo Martin Burger Stefano Soatto 19 9 0 09 May 2017
Unsupervised learning of object landmarks by factorized spatial embeddings James Thewlis Hakan Bilen Andrea Vedaldi OCL SSL 12 161 0 05 May 2017
Characterizing and Improving Stability in Neural Style Transfer Agrim Gupta Justin Johnson Alexandre Alahi Li Fei-Fei 19 118 0 05 May 2017
Generating Liquid Simulations with Deformation-aware Neural Networks L. Prantl Boris Bonev N. Thürey GAN 24 15 0 25 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 786 0 18 Apr 2017
Robust Optical Flow Estimation in Rainy Scenes Ruoteng Li R. Tan L. Cheong 13 10 0 18 Apr 2017
Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation M. Keuper 11 29 0 06 Apr 2017
Hierarchical Surface Prediction for 3D Object Reconstruction Christian Häne Shubham Tulsiani Jitendra Malik 3DV 22 331 0 03 Apr 2017
Hidden Two-Stream Convolutional Networks for Action Recognition Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann 6 280 0 02 Apr 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 48 620 0 29 Mar 2017
Lucid Data Dreaming for Video Object Segmentation Anna Khoreva Rodrigo Benenson Eddy Ilg Thomas Brox Bernt Schiele VOS 34 38 0 28 Mar 2017
Coherent Online Video Style Transfer Dongdong Chen Jing Liao Lu Yuan Nenghai Yu G. Hua 21 284 0 27 Mar 2017
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 23 222 0 28 Dec 2016
SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth J. McCormac Ankur Handa Stefan Leutenegger Andrew J. Davison 3DV 3DPC 11 125 0 15 Dec 2016
AutoScaler: Scale-Attention Networks for Visual Correspondence Shenlong Wang Linjie Luo Ning Zhang Jia Li 12 19 0 17 Nov 2016