CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks

20 December 2022

Papers citing "CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks"

30 / 30 papers shown

Title
Deep Equilibrium Optical Flow Estimation Shaojie Bai Zhengyang Geng Yash Savani J. Zico Kolter 75 69 0 18 Apr 2022
Imposing Consistency for Optical Flow Estimation Jisoo Jeong J. Lin Fatih Porikli Nojun Kwak 86 39 0 14 Apr 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow Zihua Zheng Ni Nie Zhi Ling Pengfei Xiong Jiangyu Liu Hongya Wang Jiankun Li MDE 58 46 0 01 Apr 2022
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow Xiuchao Sui Shaohua Li Xue Geng Yan Wu Xinxing Xu Yong Liu Rick Siow Mong Goh Erik Cambria ViT 69 100 0 31 Mar 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 79 284 0 30 Mar 2022
Global Matching with Overlapping Attention for Optical Flow Estimation Shiyu Zhao Long Zhao Zhixing Zhang Enyu Zhou Dimitris N. Metaxas 3DPC 123 79 0 21 Mar 2022
Learning Optical Flow with Adaptive Graph Reasoning Ao Luo Fan Yang Kunming Luo Xin Li Haoqiang Fan Shuaicheng Liu 59 58 0 08 Feb 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 101 361 0 26 Nov 2021
High-Resolution Optical Flow from 1D Attention and Correlation Haofei Xu Jiaolong Yang Jianfei Cai Juyong Zhang Xin Tong 112 77 0 28 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 82 1,020 0 28 Apr 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation Shihao Jiang Dylan Campbell Yao Lu Hongdong Li Leonid Sigal 3DPC 113 297 0 06 Apr 2021
COTR: Correspondence Transformer for Matching Across Images Wei Jiang Eduard Trulls J. Hosang Andrea Tagliasacchi K. M. Yi ViT 84 264 0 25 Mar 2021
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation Tak-Wai Hui Chen Change Loy 61 68 0 18 Jul 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 233 2,625 0 26 Mar 2020
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask Shengyu Zhao Yilun Sheng Yue Dong E. Chang Yan Xu 3DPC 54 213 0 24 Mar 2020
GLU-Net: Global-Local Universal Network for Dense Flow and Correspondences Prune Truong Martin Danelljan Radu Timofte 3DPC 49 187 0 11 Dec 2019
DynamoNet: Dynamic Action and Motion Network Ali Diba Vivek Sharma Luc Van Gool Rainer Stiefelhagen 85 110 0 25 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 75 273 0 10 Apr 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 59 180 0 15 Mar 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 75 120 0 11 Jan 2019
DGC-Net: Dense Geometric Correspondence Network Iaroslav Melekhov A. Tiulpin Torsten Sattler Marc Pollefeys Esa Rahtu Arno Solin 57 122 0 19 Oct 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 43 197 0 14 Sep 2018
Devon: Deformable Volume Network for Learning Optical Flow Yao Lu Jack Valmadre Heng Wang Arno Solin Mehrtash Harandi Philip Torr 3DPC 46 30 0 20 Feb 2018
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition Shuyang Sun Zhanghui Kuang Wanli Ouyang Lu Sheng Wayne Zhang 76 296 0 29 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 251 2,444 0 07 Sep 2017
Accurate Optical Flow via Direct Cost Volume Processing Jia Xu René Ranftl V. Koltun 106 240 0 24 Apr 2017
Convolutional neural network architecture for geometric matching Ignacio Rocco Relja Arandjelović Josef Sivic 99 545 0 16 Mar 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,081 0 06 Dec 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 108 1,216 0 03 Nov 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 163 2,611 0 22 Apr 2016