NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry

8 July 2021

Guangming Wang

Hesheng Wang

Papers citing "NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry"

24 / 24 papers shown

Title
Imposing Consistency for Optical Flow Estimation Jisoo Jeong J. Lin Fatih Porikli Nojun Kwak 98 39 0 14 Apr 2022
CSFlow: Learning Optical Flow via Cross Strip Correlation for Autonomous Driving Haowen Shi Yifan Zhou Kailun Yang X. Yin Kaiwei Wang 3DPC 58 17 0 02 Feb 2022
VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals Zhixiang Min Yiding Yang Enrique Dunn 79 37 0 14 Apr 2021
Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks Guangming Wang Hesheng Wang Yiling Liu Weidong Chen MDE 106 34 0 01 Apr 2021
Spherical Interpolated Convolutional Network with Distance-Feature Density for 3D Semantic Segmentation of Point Clouds Guangming Wang Yehui Yang Huixin Zhang Zhe Liu Hesheng Wang 3DPC 39 25 0 27 Nov 2020
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data Jiaming Zhang Kailun Yang Rainer Stiefelhagen 72 54 0 20 Aug 2020
OccInpFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning Kunming Luo Chuan Wang Nianjin Ye Shuaicheng Liu Jue Wang 26 19 0 30 Jun 2020
What Matters in Unsupervised Optical Flow Rico Jonschkowski Austin Stone Jonathan T. Barron A. Gordon K. Konolige A. Angelova 3DPC 77 188 0 08 Jun 2020
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching Pengpeng Liu Irwin King Michael Lyu Jia Xu SSL 3DPC MDE 46 56 0 05 Apr 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 79 177 0 29 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 109 51 0 02 Mar 2020
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 71 312 0 19 Apr 2019
Unsupervised Deep Epipolar Flow for Stationary or Dynamic Scenes Yiran Zhong Pan Ji Jianyuan Wang Yuchao Dai Hongdong Li 54 63 0 08 Apr 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 27 173 0 25 Feb 2019
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 63 475 0 05 Sep 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 58 591 0 24 May 2018
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 87 579 0 21 Nov 2017
Occlusion Aware Unsupervised Learning of Optical Flow Yang Wang Yezhou Yang Zhenheng Yang Liang Zhao Peng Wang Wei Xu SSL 61 310 0 16 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 259 2,445 0 07 Sep 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 110 1,217 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 64 409 0 20 Aug 2016
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 311 4,177 0 26 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014