Sensor-Guided Optical Flow

30 September 2021

Matteo Poggi

Papers citing "Sensor-Guided Optical Flow"

50 / 52 papers shown

Title
AutoFlow: Learning a Better Training Set for Optical Flow Deqing Sun Daniel Vlasic Charles Herrmann Varun Jampani Michael Krainin Huiwen Chang Ramin Zabih William T. Freeman Ce Liu 3DPC 60 115 0 29 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 60 34 0 08 Apr 2021
Weakly Supervised Learning of Rigid 3D Scene Flow Zan Gojcic Or Litany A. Wieser Leonidas Guibas Tolga Birdal 3DPC 125 91 0 17 Feb 2021
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation Jianyuan Wang Yiran Zhong Yuchao Dai Kaihao Zhang Pan Ji Hongdong Li 43 73 0 28 Oct 2020
Matching-space Stereo Networks for Cross-domain Generalization Changjiang Cai Matteo Poggi S. Mattoccia Philippos Mordohai OOD 45 46 0 14 Oct 2020
Learnable Cost Volume Using the Cayley Representation Taihong Xiao Jinwei Yuan Deqing Sun Qifei Wang Xinyu Zhang Kehan Xu Ming-Hsuan Yang 67 12 0 21 Jul 2020
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation Tak-Wai Hui Chen Change Loy 53 67 0 18 Jul 2020
What Matters in Unsupervised Optical Flow Rico Jonschkowski Austin Stone Jonathan T. Barron A. Gordon K. Konolige A. Angelova 3DPC 54 186 0 08 Jun 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 98 182 0 21 May 2020
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching Pengpeng Liu Irwin King Michael Lyu Jia Xu SSL 3DPC MDE 30 56 0 05 Apr 2020
Probabilistic Pixel-Adaptive Refinement Networks Anne S. Wannenwetsch Stefan Roth 38 14 0 31 Mar 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos Fabio Tosi Filippo Aleotti Pierluigi Zama Ramirez Matteo Poggi Samuele Salti Luigi Di Stefano S. Mattoccia MDE 36 76 0 31 Mar 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation Lu Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 58 175 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 207 2,583 0 26 Mar 2020
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask Shengyu Zhao Yilun Sheng Yue Dong E. Chang Yan Xu 3DPC 42 210 0 24 Mar 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow Aviram Bar-Haim Lior Wolf 51 50 0 25 Feb 2020
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 52 168 0 29 Nov 2019
LiDAR-Flow: Dense Scene Flow Estimation from Sparse LiDAR and Stereo Images Ramy Battrawy René Schuster Oliver Wasenmüller Qing Rao D. Stricker 45 28 0 31 Oct 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 52 244 0 12 Jul 2019
Guided Stereo Matching Matteo Poggi Davide Pallotti Fabio Tosi S. Mattoccia 3DV 93 85 0 24 May 2019
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 59 312 0 19 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 64 272 0 10 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 43 32 0 09 Apr 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 134 2,679 0 18 Mar 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 59 177 0 15 Mar 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 25 173 0 25 Feb 2019
Hierarchical Discrete Distribution Decomposition for Match Density Estimation Zhichao Yin Trevor Darrell Feng Yu 3DV 114 245 0 15 Dec 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 41 287 0 14 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 90 265 0 12 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 36 195 0 14 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 113 206 0 06 Aug 2018
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction S. Khamis S. Fanello Christoph Rhemann Adarsh Kowdle Julien P. C. Valentin Shahram Izadi 3DV 46 339 0 24 Jul 2018
Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera Fangchang Ma G. V. Cavalheiro S. Karaman 3DV MDE SSL 68 415 0 01 Jul 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 53 588 0 24 May 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 38 1,136 0 06 Mar 2018
In Defense of Classical Image Processing: Fast Depth Completion on the CPU Jason Ku Ali Harakeh Steven L. Waslander 59 281 0 31 Jan 2018
Image to Image Translation for Domain Adaptation Zak Murez Soheil Kolouri D. Kriegman R. Ramamoorthi Kyungnam Kim OOD 49 528 0 01 Dec 2017
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 80 577 0 21 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 132 2,992 0 08 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 244 2,440 0 07 Sep 2017
Modulating early visual processing by language H. D. Vries Florian Strub Jérémie Mary Hugo Larochelle Olivier Pietquin Aaron Courville 106 484 0 02 Jul 2017
Accurate Optical Flow via Direct Cost Volume Processing Jia Xu René Ranftl V. Koltun 98 238 0 24 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 314 27,018 0 20 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 170 4,331 0 20 Mar 2017
End-to-End Learning of Geometry and Context for Deep Stereo Regression Alex Kendall H. Martirosyan Saumitro Dasgupta Peter Henry Ryan Kennedy Abraham Bachrach Adam Bry 3DV 3DPC MDE 83 1,324 0 13 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 205 3,072 0 06 Dec 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 91 1,207 0 03 Nov 2016
Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness Jason J. Yu Adam W. Harley Konstantinos G. Derpanis 56 406 0 20 Aug 2016
Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids Qifeng Chen V. Koltun 57 191 0 12 Apr 2016
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Daniel Cremers Alexey Dosovitskiy Thomas Brox 3DPC 57 2,625 0 07 Dec 2015