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Optical Flow Estimation using a Spatial Pyramid Network

3 November 2016

Papers citing "Optical Flow Estimation using a Spatial Pyramid Network"

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Title
Demonstration of Vector Flow Imaging using Convolutional Neural Networks T. Robins A. Stanziola Kai Reimer P. Weinberg M. Tang 56 0 0 11 Mar 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 129 184 0 25 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 245 128 0 11 Jan 2019
Learning Independent Object Motion from Unlabelled Stereoscopic Videos Zhe Cao Abhishek Kar Christian Häne Jitendra Malik 152 36 0 07 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 109 96 0 06 Jan 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 429 261 0 15 Dec 2018
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Yapeng Tian Yulun Zhang Y. Fu Chenliang Xu SupR 209 600 0 07 Dec 2018
TwoStreamVAN: Improving Motion Modeling in Video Generation Ximeng Sun Huijuan Xu Kate Saenko DiffM VGen 133 17 0 03 Dec 2018
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 520 745 0 30 Nov 2018
Multi-Task Learning of Generalizable Representations for Video Action RecognitionIEEE International Conference on Multimedia and Expo (ICME), 2018 Zhiyu Yao Yunbo Wang Mingsheng Long Jianmin Wang Philip S Yu Jiaguang Sun 75 3 0 20 Nov 2018
Learning Energy Based Inpainting for Optical FlowAsian Conference on Computer Vision (ACCV), 2018 Christoph Vogel Huijuan Cao Thomas Pock 3DPC 220 5 0 09 Nov 2018
Continual Occlusions and Optical Flow Estimation Michal Neoral Jan Sochman Jirí Matas 139 17 0 05 Nov 2018
Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography M. Laves L. Kahrs T. Ortmaier 75 5 0 26 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 139 93 0 23 Oct 2018
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement Wenbo Bao Wei-Sheng Lai Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang 228 350 0 20 Oct 2018
DGC-Net: Dense Geometric Correspondence Network Iaroslav Melekhov A. Tiulpin Torsten Sattler Marc Pollefeys Esa Rahtu Arno Solin 139 128 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 135 304 0 14 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 207 281 0 12 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 71 1 0 07 Oct 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation Longguang Wang Yulan Guo Zaiping Lin Xinpu Deng W. An SupR 154 105 0 23 Sep 2018
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation Jonas Wulff Michael J. Black SSL 108 13 0 21 Sep 2018
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 164 209 0 14 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 517 1,849 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 178 493 0 05 Sep 2018
Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Liping Zhang Zongqing Lu Q. Liao SupR 77 1 0 03 Sep 2018
Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles Victor Vaquero Alberto Sanfeliu Francesc Moreno-Noguer 105 7 0 30 Aug 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images Osama Makansi Eddy Ilg Thomas Brox 3DPC 167 6 0 20 Aug 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation Eddy Ilg Tonmoy Saikia Margret Keuper Thomas Brox 3DPC 242 218 0 06 Aug 2018
Story Understanding in Video Advertisements Keren Ye Kyle Buettner Adriana Kovashka 83 14 0 29 Jul 2018
Conditional Prior Networks for Optical Flow Yanchao Yang Stefano Soatto 3DPC 132 38 0 26 Jul 2018
Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 3DH 259 141 0 25 Jul 2018
Top-Down Feedback for Crowd Counting Convolutional Neural Network Deepak Babu Sam R. Venkatesh Babu 166 150 0 24 Jul 2018
ENG: End-to-end Neural Geometry for Robust Depth and Pose Estimation using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV MDE 137 17 0 16 Jul 2018
SceneEDNet: A Deep Learning Approach for Scene Flow Estimation Ravi Kumar Thakur Snehasis Mukherjee 3DPC 98 7 0 10 Jul 2018
PARN: Pyramidal Affine Regression Networks for Dense Semantic CorrespondenceEuropean Conference on Computer Vision (ECCV), 2018 Sangryul Jeon Seungryong Kim Dongbo Min Kwanghoon Sohn 245 63 0 09 Jul 2018
Towards real-time unsupervised monocular depth estimation on CPUIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2018 Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia MDE 139 163 0 29 Jun 2018
Gated Feedback Refinement Network for Coarse-to-Fine Dense Semantic Image Labeling Md. Amirul Islam Mrigank Rochan Shujon Naha Neil D. B. Bruce Yang Wang 127 22 0 29 Jun 2018
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry X. Xing Ruiqi Gao Tian Han Song-Chun Zhu Ying Nian Wu DRL 241 33 0 16 Jun 2018
Learning Human Optical Flow Anurag Ranjan Javier Romero Michael J. Black 3DH 175 31 0 14 Jun 2018
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black SSL 310 618 0 24 May 2018
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask Xi Zhang Di Ma Xu Ouyang Shanshan Jiang Lin Gan G. Agam 3DPC 79 4 0 09 May 2018
Learning Optical Flow via Dilated Networks and Occlusion Reasoning Yi Zhu Shawn D. Newsam 3DPC 121 13 0 07 May 2018
Temporal Interpolation via Motion Field Prediction Lin Zhang Neerav Karani C. Tanner E. Konukoglu MedIm 101 8 0 12 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 259 138 0 03 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 161 221 0 02 Apr 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Yifan Zhang 190 426 0 29 Mar 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 388 1,665 0 23 Mar 2018
Robust Depth Estimation from Auto Bracketed Images Sunghoon Im Hae-Gon Jeon In So Kweon MDE 62 5 0 21 Mar 2018
Dynamic Filtering with Large Sampling Field for ConvNets Jialin Wu Daiyang Li Yuzhou Nie Minh Nguyen Xiangyang Ji 214 9 0 20 Mar 2018
Real-Time End-to-End Action Detection with Two-Stream Networks Alaaeldin El-Nouby Graham W. Taylor 135 29 0 23 Feb 2018