Optical Flow Estimation using a Spatial Pyramid Network

3 November 2016

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

40 / 240 papers shown

Title
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 16 173 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 37 120 0 11 Jan 2019
RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou Ali O. Ulusoy Carolin Schmitt Luc van Gool Andreas Geiger 3DV 19 91 0 06 Jan 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 36 243 0 15 Dec 2018
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Yapeng Tian Yulun Zhang Y. Fu Chenliang Xu SupR 31 520 0 07 Dec 2018
Learning Energy Based Inpainting for Optical Flow Christoph Vogel Huijuan Cao Thomas Pock 3DPC 35 5 0 09 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 21 87 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 33 319 0 20 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
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 22 265 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 16 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 26 94 0 23 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 77 1,545 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
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 32 206 0 06 Aug 2018
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence Sangryul Jeon Seungryong Kim Dongbo Min Kwanghoon Sohn 23 62 0 09 Jul 2018
Towards real-time unsupervised monocular depth estimation on CPU Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia MDE 21 156 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 24 28 0 16 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 37 586 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 21 4 0 09 May 2018
Learning Optical Flow via Dilated Networks and Occlusion Reasoning Yi Zhu Shawn D. Newsam 3DPC 19 13 0 07 May 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 32 126 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 24 213 0 02 Apr 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 50 407 0 29 Mar 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 28 1,491 0 23 Mar 2018
Correlation Flow: Robust Optical Flow Using Kernel Cross-Correlators Chen Wang Tete Ji Thien-Minh Nguyen Lihua Xie 30 18 0 20 Feb 2018
GapFlyt: Active Vision Based Minimalist Structure-less Gap Detection For Quadrotor Flight N. Sanket Chahat Deep Singh Kanishka Ganguly Cornelia Fermuller Yiannis Aloimonos 30 78 0 14 Feb 2018
On the Integration of Optical Flow and Action Recognition Laura Sevilla-Lara Yiyi Liao Fatma Guney Varun Jampani Andreas Geiger Michael J. Black 27 192 0 22 Dec 2017
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 42 575 0 21 Nov 2017
Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks Joost R. van Amersfoort Wenzhe Shi Alejandro Acosta Francisco Massa J. Totz Zehan Wang Jose Caballero GAN 13 40 0 16 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 157 2,428 0 07 Sep 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 35 141 0 15 Aug 2017
Two-Stream Convolutional Networks for Dynamic Texture Synthesis Matthew Tesfaldet Marcus A. Brubaker Konstantinos G. Derpanis 36 54 0 21 Jun 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
Hierarchical Surface Prediction for 3D Object Reconstruction Christian Häne Shubham Tulsiani Jitendra Malik 3DV 33 331 0 03 Apr 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 51 620 0 29 Mar 2017
Coherent Online Video Style Transfer Dongdong Chen Jing Liao Lu Yuan Nenghai Yu G. Hua 38 284 0 27 Mar 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 39 497 0 22 Mar 2017
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 41 320 0 20 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 104 3,063 0 06 Dec 2016