PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

7 September 2017

Papers citing "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

50 / 1,171 papers shown

Title
Deep Predictive Video Compression with Bi-directional Prediction Woonsung Park Munchurl Kim 32 7 0 05 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
Evaluation of the Spatio-Temporal features and GAN for Micro-expression Recognition System Sze‐Teng Liong Y. Gan Danna Zheng Shu-Meng Lic Hao-Xuan Xua Han-Zhe Zhang R. Lyu Kun-hong Liu EGVM CVBM 27 47 0 03 Apr 2019
Event-Based Motion Segmentation by Motion Compensation Timo Stoffregen Guillermo Gallego Tom Drummond L. Kleeman Davide Scaramuzza 6 149 0 02 Apr 2019
Depth-Aware Video Frame Interpolation Wenbo Bao Wei-Sheng Lai Chao Ma Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang MDE 42 491 0 01 Apr 2019
StartNet: Online Detection of Action Start in Untrimmed Videos M. Gao Mingze Xu L. Davis R. Socher Caiming Xiong 38 51 0 23 Mar 2019
On the Importance of Video Action Recognition for Visual Lipreading Xinshuo Weng 27 3 0 22 Mar 2019
Quotienting Impertinent Camera Kinematics for 3D Video Stabilization Thomas W. Mitchel C. Wülker Jin Seob Kim Sipu Ruan Gregory Chirikjian VGen 13 4 0 21 Mar 2019
Learning Correspondence from the Cycle-Consistency of Time Xueliang 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
Learning Parallax Attention for Stereo Image Super-Resolution Longguang Wang Yingqian Wang Zhengfa Liang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 29 249 0 14 Mar 2019
Two-Stream Action Recognition-Oriented Video Super-Resolution Haochen Zhang Dong Liu Zhiwei Xiong SupR 28 44 0 13 Mar 2019
Sparse Representations for Object and Ego-motion Estimation in Dynamic Scenes H. Kashyap C. Fowlkes J. Krichmar 17 3 0 09 Mar 2019
EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection Xiao-yang Song Xu Zhao Liangji Fang Hanwen Hu 19 166 0 05 Mar 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 14 173 0 25 Feb 2019
Dense Depth Estimation of a Complex Dynamic Scene without Explicit 3D Motion Estimation Suryansh Kumar Ram Srivatsav Ghorakavi Yuchao Dai Hongdong Li MDE 19 16 0 11 Feb 2019
MOTS: Multi-Object Tracking and Segmentation P. Voigtlaender Michael Krause Aljosa Osep Jonathon Luiten Berin Balachandar Gnana Sekar Andreas Geiger Bastian Leibe VOT 36 571 0 10 Feb 2019
Jumping Manifolds: Geometry Aware Dense Non-Rigid Structure from Motion Suryansh Kumar 3DV 8 30 0 04 Feb 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 37 120 0 11 Jan 2019
Unsupervised Moving Object Detection via Contextual Information Separation Yanchao Yang Antonio Loquercio Davide Scaramuzza Stefano Soatto GAN 22 126 0 10 Jan 2019
Flow Based Self-supervised Pixel Embedding for Image Segmentation B. Ma Shubao Liu Yin-Cong Zhi Qi Song SSL MDE 19 1 0 02 Jan 2019
Robustness Meets Deep Learning: An End-to-End Hybrid Pipeline for Unsupervised Learning of Egomotion A. Z. Zhu Wenxin Liu Ziyun Wang Vijay Kumar Kostas Daniilidis 16 17 0 20 Dec 2018
D3D: Distilled 3D Networks for Video Action Recognition Jonathan C. Stroud David A. Ross Chen Sun Jia Deng Rahul Sukthankar 3DPC 30 158 0 19 Dec 2018
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 25 243 0 15 Dec 2018
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception Yue Meng Y. Lu A. Raj Samuel Sunarjo Rui Guo T. Javidi G. Bansal Dinesh Bharadia 3DV MDE 3DPC 36 53 0 13 Dec 2018
DeepV2D: Video to Depth with Differentiable Structure from Motion Zachary Teed Jia Deng 3DV VGen MDE 17 242 0 11 Dec 2018
Online Model Distillation for Efficient Video Inference Ravi Teja Mullapudi Steven Chen Keyi Zhang Deva Ramanan Kayvon Fatahalian VGen 15 114 0 06 Dec 2018
Automatic Generation of Dense Non-rigid Optical Flow Hoàng-Ân Lê Tushar Nimbhorkar Thomas Mensink A. S. Baslamisli Sezer Karaoglu Theo Gevers 23 2 0 05 Dec 2018
Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination Liangzhe Yuan Yibo Chen Hantian Liu Tao Kong Jianbo Shi 33 29 0 04 Dec 2018
TwoStreamVAN: Improving Motion Modeling in Video Generation Ximeng Sun Huijuan Xu Kate Saenko DiffM VGen 18 17 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 23 84 0 02 Dec 2018
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 17 649 0 30 Nov 2018
Learning to Synthesize Motion Blur Tim Brooks Jonathan T. Barron 16 78 0 27 Nov 2018
Learning Energy Based Inpainting for Optical Flow Christoph Vogel Huijuan Cao Thomas Pock 3DPC 32 5 0 09 Nov 2018
Continual Occlusions and Optical Flow Estimation Michal Neoral Jan Sochman Jirí Matas 25 17 0 05 Nov 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution F. Reda Guilin Liu Kevin J. Shih Robert M. Kirby Jon Barker D. Tarjan Andrew Tao Bryan Catanzaro 21 149 0 02 Nov 2018
Neighbourhood Consensus Networks Ignacio Rocco Mircea Cimpoi Relja Arandjelović Akihiko Torii Tomas Pajdla Josef Sivic 16 384 0 24 Oct 2018
A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren Orazio Gallo Deqing Sun Ming-Hsuan Yang Erik B. Sudderth Jan Kautz 21 87 0 23 Oct 2018
DGC-Net: Dense Geometric Correspondence Network Iaroslav Melekhov A. Tiulpin Torsten Sattler Marc Pollefeys Esa Rahtu Arno Solin 21 120 0 19 Oct 2018
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Chenxu Luo Zhenheng Yang Peng Wang Yanjie Wang Wenyuan Xu Ram Nevatia Alan Yuille 3DPC 20 287 0 14 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 22 265 0 12 Oct 2018
Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos Yang Wang Zhenheng Yang Peng Wang Yi Yang Chenxu Luo Wenyuan Xu MDE 18 14 0 08 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 52 311 0 04 Oct 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation Longguang Wang Yulan Guo Zaiping Lin Xinpu Deng W. An SupR 26 94 0 23 Sep 2018
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation Jonas Wulff Michael J. Black SSL 21 12 0 21 Sep 2018
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 16 194 0 14 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 38 472 0 05 Sep 2018
Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Liping Zhang Zongqing Lu Q. Liao SupR 21 1 0 03 Sep 2018
Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles Victor Vaquero Alberto Sanfeliu Francesc Moreno-Noguer 10 7 0 30 Aug 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images Osama Makansi Eddy Ilg Thomas Brox 3DPC 24 6 0 20 Aug 2018