UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

21 November 2017

Papers citing "UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss"

50 / 109 papers shown

Title
Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos Jiaojiao Fang Guizhong Liu 3DPC SSL 24 0 0 09 Aug 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 18 14 0 09 Jul 2021
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry Guangming Wang Shuaiqi Ren Hesheng Wang 23 14 0 08 Jul 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 40 81 0 14 May 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency Isma Hadji Konstantinos G. Derpanis Allan D. Jepson AI4TS 21 54 0 11 May 2021
Self-Supervised Multi-Frame Monocular Scene Flow Junhwa Hur Stefan Roth MDE 24 48 0 05 May 2021
Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 36 17 0 10 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 Apr 2021
There and Back Again: Self-supervised Multispectral Correspondence Estimation Celyn Walters Oscar Alejandro Mendez Maldonado Mark Johnson Richard Bowden SSL 41 7 0 19 Mar 2021
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 33 40 0 04 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 23 34 0 01 Mar 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DV MDE 14 87 0 04 Feb 2021
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 36 33 0 09 Dec 2020
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
Occlusion Guided Scene Flow Estimation on 3D Point Clouds Bojun Ouyang D. Raviv 3DPC 27 29 0 30 Nov 2020
Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes Zhengqi Li Simon Niklaus Noah Snavely Oliver Wang 53 792 0 26 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
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation Yuxi Li Ning Xu Jinlong Peng John See Weiyao Lin VOS 39 32 0 23 Oct 2020
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 87 103 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 23 66 0 18 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
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Risheng Liu Zi Li Xin-Yue Fan Chenying Zhao Hao Huang Zhongxuan Luo 3DH 19 32 0 30 Apr 2020
Optical Flow Estimation in the Deep Learning Age Junhwa Hur Stefan Roth 14 33 0 06 Apr 2020
Deep Semantic Matching with Foreground Detection and Cycle-Consistency Yun-Chun Chen Po-Hsiang Huang Li-Yu Yu Jia-Bin Huang Ming-Hsuan Yang Yen-Yu Lin 30 26 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 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
Watching the World Go By: Representation Learning from Unlabeled Videos Daniel Gordon Kiana Ehsani Dieter Fox Ali Farhadi SSL AI4TS 29 87 0 18 Mar 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 91 160 0 14 Mar 2020
Softmax Splatting for Video Frame Interpolation Simon Niklaus Feng Liu 41 379 0 11 Mar 2020
Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry Guangming Wang Chi Zhang Hesheng Wang Jingchuan Wang Yong Wang Xinlei Wang 3DPC 30 50 0 02 Mar 2020
Self-Supervised Linear Motion Deblurring Peidong Liu J. Janai Marc Pollefeys Torsten Sattler Andreas Geiger 18 33 0 10 Feb 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
5D Light Field Synthesis from a Monocular Video K. Bae Andre Ivan Hajime Nagahara I. Park MDE 35 6 0 23 Dec 2019
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
Attacking Optical Flow Anurag Ranjan J. Janai Andreas Geiger Michael J. Black AAML 3DPC 13 87 0 22 Oct 2019
Moving Indoor: Unsupervised Video Depth Learning in Challenging Environments Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 32 63 0 20 Oct 2019
Learning Residual Flow as Dynamic Motion from Stereo Videos Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DPC 21 18 0 16 Sep 2019
Visuomotor Understanding for Representation Learning of Driving Scenes Seokju Lee Junsik Kim Tae-Hyun Oh Yongseop Jeong Donggeun Yoo Stephen Lin In So Kweon SSL 25 11 0 16 Sep 2019
StructureFlow: Image Inpainting via Structure-aware Appearance Flow Yurui Ren Xiaoming Yu Ruonan Zhang Thomas H. Li Shan Liu Ge Li 23 324 0 11 Aug 2019
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video Yueming Jin Keyun Cheng Qi Dou Pheng-Ann Heng 25 117 0 18 Jul 2019
Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Yuhua Chen Cordelia Schmid C. Sminchisescu SSL MDE 25 243 0 12 Jul 2019
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence Hsueh-Ying Lai Yi-Hsuan Tsai Wei-Chen Chiu 21 80 0 22 May 2019
Self-Supervised Flow Estimation using Geometric Regularization with Applications to Camera Image and Grid Map Sequences Sascha Wirges Johannes Grater Qiuhao Zhang Christoph Stiller 14 4 0 17 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 23 271 0 10 Apr 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 11 173 0 25 Feb 2019
Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow Hsuan-Kung Yang Po-Han Chiang Kuan-Wei Ho Min-Fong Hong Chun-Yi Lee 35 7 0 24 Jan 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 26 522 0 19 Dec 2018
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
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control F. Ebert Chelsea Finn Sudeep Dasari Annie Xie Alex X. Lee Sergey Levine SSL 35 377 0 03 Dec 2018