SelFlow: Self-Supervised Learning of Optical Flow

19 April 2019

Pengpeng Liu

Michael Lyu

Irwin King

Jia Xu

SSL

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Papers citing "SelFlow: Self-Supervised Learning of Optical Flow"

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Title
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 36 40 0 04 Mar 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DV MDE 22 88 0 04 Feb 2021
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning Kunming Luo Chuan Wang Shuaicheng Liu Haoqiang Fan Jue Wang Jian Sun MDE 27 75 0 01 Dec 2020
Registration of serial sections: An evaluation method based on distortions of the ground truths Oleg Lobachev Takuya Funatomi Alexander Pfaffenroth R. Förster Lars Knudsen ... T. Salaets J. Toelen Simone Gaffling C. Mühlfeld R. Grothausmann 26 2 0 22 Nov 2020
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 35 33 0 16 Nov 2020
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition Vinoj Jayasundara D. Roy Basura Fernando 3DPC 26 3 0 08 Nov 2020
For self-supervised learning, Rationality implies generalization, provably Yamini Bansal Gal Kaplun Boaz Barak OOD SSL 60 22 0 16 Oct 2020
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video Mariana-Iuliana Georgescu Radu Tudor Ionescu Fahad Shahbaz Khan Marius Popescu M. Shah 28 156 0 27 Aug 2020
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving V. Kumar Marvin Klingner S. Yogamani Stefan Milz Tim Fingscheidt Patrick Mäder MDE 26 81 0 10 Aug 2020
CrossTransformers: spatially-aware few-shot transfer Carl Doersch Ankush Gupta Andrew Zisserman ViT 215 330 0 22 Jul 2020
Learnable Cost Volume Using the Cayley Representation Taihong Xiao Jinwei Yuan Deqing Sun Qifei Wang Xinyu Zhang Kehan Xu Ming-Hsuan Yang 52 12 0 21 Jul 2020
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation Tak-Wai Hui Chen Change Loy 25 67 0 18 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 35 318 0 14 Jul 2020
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation Pierre Godet Alexandre Boulch A. Plyer G. L. Besnerais 24 19 0 10 Jul 2020
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation Hanchao Yu Xiao Chen Humphrey Shi Terrence Chen Thomas S. Huang Shanhui Sun 33 34 0 28 Jun 2020
Optical Flow Estimation in the Deep Learning Age Junhwa Hur Stefan Roth 14 33 0 06 Apr 2020
Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning Wending Yan Aashish Sharma R. Tan 19 43 0 04 Apr 2020
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong-jin Liu MDE 40 152 0 03 Apr 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 19 76 0 31 Mar 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation L. Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 30 175 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 92 2,556 0 26 Mar 2020
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask Shengyu Zhao Yilun Sheng Yue Dong E. Chang Yan Xu 3DPC 12 210 0 24 Mar 2020
ScopeFlow: Dynamic Scene Scoping for Optical Flow Aviram Bar-Haim Lior Wolf 22 49 0 25 Feb 2020
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow Mingyu Ding Zhe Wang Bolei Zhou Jianping Shi Zhiwu Lu Ping Luo 27 72 0 28 Nov 2019
Automatic Generation of Dense Non-rigid Optical Flow Hoàng-Ân Lê Tushar Nimbhorkar Thomas Mensink A. S. Baslamisli Sezer Karaoglu Theo Gevers 23 2 0 05 Dec 2018