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RAFT: Recurrent All-Pairs Field Transforms for Optical Flow

26 March 2020

Zachary Teed

Jia Deng

MDE

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Papers citing "RAFT: Recurrent All-Pairs Field Transforms for Optical Flow"

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Title
Learning Optical Flow, Depth, and Scene Flow without Real-World Labels Vitor Campagnolo Guizilini Kuan-Hui Lee Rares Andrei Ambrus Adrien Gaidon SSL 3DPC MDE 87 47 0 28 Mar 2022
Dense Continuous-Time Optical Flow from Events and Frames Mathias Gehrig Manasi Muglikar Davide Scaramuzza 183 28 0 25 Mar 2022
A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow Jenny Schmalfuss Philipp Scholze Andrés Bruhn AAML 81 19 0 24 Mar 2022
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization Yan Xu Junyi Lin Guofeng Zhang Xiaogang Wang Hongsheng Li 127 59 0 24 Mar 2022
Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation Jinchao Yang Fei Guo Shuo Chen Jun Yu Li Jian Yang 95 11 0 24 Mar 2022
Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels Bing Li Cheng Zheng Ge Li Guohao Li 3DPC 36 4 0 23 Mar 2022
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 69 8 0 23 Mar 2022
PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo Jiacheng Liu Pan Ji Nitin Bansal Changjiang Cai Qingan Yan Xiaolei Huang Yi Tian Xu 3DV 131 39 0 22 Mar 2022
Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation Jiankun Li Peisen Wang Pengfei Xiong Tao Cai Zi-Ping Yan Lei Yang Jiangyu Liu Haoqiang Fan Shuaicheng Liu 3DV 144 258 0 22 Mar 2022
Global Matching with Overlapping Attention for Optical Flow Estimation Shiyu Zhao Long Zhao Zhixing Zhang Enyu Zhou Dimitris N. Metaxas 3DPC 131 79 0 21 Mar 2022
Disentangling Architecture and Training for Optical Flow Deqing Sun Charles Herrmann F. Reda Michael Rubinstein David Fleet William T. Freeman 3DPC OOD 152 35 0 21 Mar 2022
Depth Estimation by Combining Binocular Stereo and Monocular Structured-Light Yuhua Xu Xiaoli Yang Yushan Yu Wei Jia Zhaobi Chu Yulan Guo 3DV MDE 47 7 0 20 Mar 2022
Discovering Objects that Can Move Zhipeng Bao P. Tokmakov Allan Jabri Yu-Xiong Wang Adrien Gaidon M. Hebert OCL 108 44 0 18 Mar 2022
Perspective Flow Aggregation for Data-Limited 6D Object Pose Estimation Yinlin Hu Pascal Fua Mathieu Salzmann 3DH 78 42 0 18 Mar 2022
Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition Tao Yang Peiran Ren Xuansong Xie Xia Hua Lei Zhang 57 2 0 18 Mar 2022
DXQ-Net: Differentiable LiDAR-Camera Extrinsic Calibration Using Quality-aware Flow Xin Jing X. Ding R. Xiong Huanjun Deng Yue Wang 3DPC 120 25 0 17 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences Mark Hamilton Zhoutong Zhang Bharath Hariharan Noah Snavely William T. Freeman 59 245 0 16 Mar 2022
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction Wen-Yan Lin Chengwei Zheng Jun-hai Yong F. Xu 3DH 96 35 0 15 Mar 2022
Implicit Motion Handling for Video Camouflaged Object Detection Xuelian Cheng Huan Xiong Deng-Ping Fan Yiran Zhong Mehrtash Harandi Tom Drummond Zongyuan Ge 91 72 0 14 Mar 2022
RCL: Recurrent Continuous Localization for Temporal Action Detection Qiang Wang Yanhao Zhang Yun Zheng Pan Pan ObjD 77 38 0 14 Mar 2022
Information-Theoretic Odometry Learning Sen Zhang Jing Zhang Dacheng Tao 63 5 0 11 Mar 2022
Optical Flow Training under Limited Label Budget via Active Learning Shuai Yuan Xian Sun Hannah Kim Shuzhi Yu Carlo Tomasi 77 10 0 09 Mar 2022
Investigation of Factorized Optical Flows as Mid-Level Representations Hsuan-Kung Yang Tsu-Ching Hsiao Tingbo Liao Hsu-Shen Liu Li-Yuan Tsao Tzu-Wen Wang Shan Yang Yu-Wen Chen Huang-ru Liao Chun-Yi Lee 65 3 0 09 Mar 2022
$NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation$ NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation Ziyu Wang Wei Yang Junming Cao Lan Xu Ju-ming Yu Jingyi Yu 49 6 0 08 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 111 270 0 07 Mar 2022
Optical Flow Based Motion Detection for Autonomous Driving Ka-Man Lo 34 1 0 03 Mar 2022
Hybrid Tracker with Pixel and Instance for Video Panoptic Segmentation Weicai Ye Xinyue Lan Gewei Su Hujun Bao Zhaopeng Cui Guofeng Zhang VOS 124 3 0 02 Mar 2022
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Wentao Shangguan Yu Sun Weijie Gan Ulugbek S. Kamilov 74 15 0 28 Feb 2022
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation M. Heinrich Lasse Hansen 3DPC 124 19 0 28 Feb 2022
PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding Haowen Shi Yifan Zhou Kailun Yang Xiaoyue Yin Ze Wang Yaozu Ye Zhen-fei Yin Shi Meng Peng Li Kaiwei Wang 3DPC 163 20 0 27 Feb 2022
ARIA: Adversarially Robust Image Attribution for Content Provenance Maksym Andriushchenko Xiaochen Li Geoffrey Oxholm Thomas Gittings Tu Bui Nicolas Flammarion John Collomosse AAML 44 3 0 25 Feb 2022
TwistSLAM: Constrained SLAM in Dynamic Environment Mathieu Gonzalez É. Marchand Amine Kacete J. Royan 106 29 0 24 Feb 2022
FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 67 35 0 16 Feb 2022
Can Deep Learning be Applied to Model-Based Multi-Object Tracking? Juliano Pinto Georg Hess William Ljungbergh Yuxuan Xia H. Wymeersch Lennart Svensson VOT 80 11 0 16 Feb 2022
Exploring Discontinuity for Video Frame Interpolation Sangjin Lee Hyeongmin Lee Chajin Shin Hanbin Son Sangyoun Lee VGen 75 5 0 15 Feb 2022
Box Supervised Video Segmentation Proposal Network Tanveer Hannan Rajat Koner Jonathan Kobold Matthias Schubert VOS 87 5 0 14 Feb 2022
Depth-Cooperated Trimodal Network for Video Salient Object Detection Yukang Lu Dingyao Min Keren Fu Qijun Zhao MDE 91 13 0 12 Feb 2022
Deep soccer captioning with transformer: dataset, semantics-related losses, and multi-level evaluation Ahmad Hammoudeh Bastein Vanderplaetse Stéphane Dupont ViT 94 6 0 11 Feb 2022
Learning Optical Flow with Adaptive Graph Reasoning Ao Luo Fan Yang Kunming Luo Xin Li Haoqiang Fan Shuaicheng Liu 77 58 0 08 Feb 2022
Towards 3D Scene Reconstruction from Locally Scale-Aligned Monocular Video Depth Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengyu Wu Fengshang Zhao MDE 103 11 0 03 Feb 2022
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving Haowen Shi Yifan Zhou Kailun Yang X. Yin Kaiwei Wang 3DPC 66 17 0 02 Feb 2022
IFOR: Iterative Flow Minimization for Robotic Object Rearrangement Ankit Goyal Arsalan Mousavian Chris Paxton Yu-Wei Chao Brian Okorn Jia Deng Dieter Fox 126 56 0 01 Feb 2022
Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement Max Ehrlich Jon Barker Namitha Padmanabhan Larry S. Davis Andrew Tao Bryan Catanzaro Abhinav Shrivastava 66 4 0 31 Jan 2022
Self-Supervised Moving Vehicle Detection from Audio-Visual Cues Jannik Zürn Wolfram Burgard SSL 91 8 0 30 Jan 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks Xin Jin Ruoyu Feng Simeng Sun Runsen Feng Tianyu He Zhibo Chen 64 8 0 25 Jan 2022
Splatting-based Synthesis for Video Frame Interpolation Simon Niklaus Ping Hu Jiawen Chen 88 28 0 25 Jan 2022
Content-aware Warping for View Synthesis Mantang Guo Junhui Hou Jing Jin Hui Liu Huanqiang Zeng Jiwen Lu 55 8 0 22 Jan 2022
Learning Pixel Trajectories with Multiscale Contrastive Random Walks Zhangxing Bian Allan Jabri Alexei A. Efros Andrew Owens VOS 93 40 0 20 Jan 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 62 3 0 18 Jan 2022
Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow Kaihong Wang Kumar Akash Teruhisa Misu 65 11 0 15 Jan 2022