Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness

20 August 2016

Papers citing "Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness"

31 / 81 papers shown

Title
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
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
SENSE: a Shared Encoder Network for Scene-flow Estimation Huaizu Jiang Deqing Sun Varun Jampani Zhaoyang Lv Erik Learned-Miller Jan Kautz 3DPC VOS 24 74 0 27 Oct 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
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
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
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 23 271 0 10 Apr 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 23 177 0 15 Mar 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation Pengpeng Liu Irwin King Michael R. Lyu Jia Xu 11 173 0 25 Feb 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
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 28 192 0 18 Dec 2018
Image Reconstruction with Predictive Filter Flow Shu Kong Charless C. Fowlkes SupR 24 13 0 28 Nov 2018
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 25 672 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian V. Dalca MedIm 62 1,544 0 14 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 38 472 0 05 Sep 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 57 381 0 09 Jul 2018
ProFlow: Learning to Predict Optical Flow Daniel Maurer Andrés Bruhn 21 41 0 03 Jun 2018
Learning Optical Flow via Dilated Networks and Occlusion Reasoning Yi Zhu Shawn D. Newsam 3DPC 14 13 0 07 May 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 11 1,133 0 06 Mar 2018
Unsupervised End-to-end Learning for Deformable Medical Image Registration Siyuan Shan Wen Yan Xiaoqing Guo E. Chang Yubo Fan Yan Xu MedIm 27 49 0 23 Nov 2017
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 37 575 0 21 Nov 2017
Frame Interpolation with Multi-Scale Deep Loss Functions and Generative Adversarial Networks Joost R. van Amersfoort Wenzhe Shi Alejandro Acosta Francisco Massa J. Totz Zehan Wang Jose Caballero GAN 13 40 0 16 Nov 2017
Label-driven weakly-supervised learning for multimodal deformable image registration Yipeng Hu Marc Modat Eli Gibson N. Ghavami E. Bonmati C. Moore M. Emberton J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 28 142 0 05 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz 3DPC 32 2,425 0 07 Sep 2017
Two-Stream Convolutional Networks for Dynamic Texture Synthesis Matthew Tesfaldet Marcus A. Brubaker Konstantinos G. Derpanis 36 54 0 21 Jun 2017
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 27 192 0 16 Apr 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 38 743 0 08 Feb 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia M. Keuper Alexey Dosovitskiy Thomas Brox 3DPC 71 3,062 0 06 Dec 2016