FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

6 December 2016

Alexey Dosovitskiy

Thomas Brox

3DPC

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Papers citing "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks"

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Title
Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography M. Laves L. Kahrs T. Ortmaier 16 4 0 26 Oct 2018
Mask Propagation Network for Video Object Segmentation Jia Sun Dongdong Yu Yinghong Li Changhu Wang VOS 14 8 0 24 Oct 2018
A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren Orazio Gallo Deqing Sun Ming-Hsuan Yang Erik B. Sudderth Jan Kautz 13 87 0 23 Oct 2018
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement Wenbo Bao Wei-Sheng Lai Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang 21 319 0 20 Oct 2018
DGC-Net: Dense Geometric Correspondence Network Iaroslav Melekhov A. Tiulpin Torsten Sattler Marc Pollefeys Esa Rahtu Arno Solin 21 120 0 19 Oct 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 20 287 0 14 Oct 2018
Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos Yang Wang Zhenheng Yang Peng Wang Yi Yang Chenxu Luo Wenyuan Xu MDE 16 14 0 08 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 8 1 0 07 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 39 310 0 04 Oct 2018
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video Huizi Mao Taeyoung Kong W. Dally VOT 27 23 0 30 Sep 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation Longguang Wang Yulan Guo Zaiping Lin Xinpu Deng W. An SupR 26 94 0 23 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 18 46 0 21 Sep 2018
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation Jonas Wulff Michael J. Black SSL 13 12 0 21 Sep 2018
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems Yu Yao Mingze Xu Chiho Choi David J. Crandall E. Atkins Behzad Dariush EgoV 39 116 0 19 Sep 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 23 671 0 17 Sep 2018
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz 3DPC 11 194 0 14 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian V. Dalca MedIm 44 1,544 0 14 Sep 2018
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery Junming Zhang Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 14 54 0 13 Sep 2018
Multi range Real-time depth inference from a monocular stabilized footage using a Fully Convolutional Neural Network Clément Pinard Laure Chevalley Antoine Manzanera David Filliat 3DV MDE 11 3 0 12 Sep 2018
End-to-end depth from motion with stabilized monocular videos Clément Pinard Laure Chevalley Antoine Manzanera David Filliat MDE 17 8 0 12 Sep 2018
Self-Supervised Generation of Spatial Audio for 360 Video Pedro Morgado Nuno Vasconcelos Timothy R. Langlois Oliver Wang MDE 18 171 0 07 Sep 2018
Optimizing deep video representation to match brain activity Hugo Richard Ana Luísa Pinho B. Thirion Guillaume Charpiat 6 5 0 07 Sep 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 19 522 0 06 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 32 472 0 05 Sep 2018
Temporally Coherent Video Harmonization Using Adversarial Networks Haozhi Huang Sen-Zhe Xu Junxiong Cai Wei Liu Shimin Hu 14 19 0 05 Sep 2018
Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Liping Zhang Zongqing Lu Q. Liao SupR 19 1 0 03 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 8 452 0 03 Sep 2018
Stochastic Dynamics for Video Infilling Qiangeng Xu Hanwang Zhang Weiyue Wang P. Belhumeur Ulrich Neumann DiffM VGen 30 19 0 01 Sep 2018
Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles Victor Vaquero Alberto Sanfeliu Francesc Moreno-Noguer 8 7 0 30 Aug 2018
Automated Scene Flow Data Generation for Training and Verification Oliver Wasenmüller René Schuster D. Stricker Karl Leiss J. Pfister O. Ganus Julian Tatsch Artem Savkin Nikolas Brasch 3DPC 26 1 0 30 Aug 2018
Deep Lidar CNN to Understand the Dynamics of Moving Vehicles Victor Vaquero Alberto Sanfeliu Francesc Moreno-Noguer 28 14 0 28 Aug 2018
Stereo 3D Object Trajectory Reconstruction Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 17 4 0 27 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yu Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 16 985 0 20 Aug 2018
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images Osama Makansi Eddy Ilg Thomas Brox 3DPC 22 6 0 20 Aug 2018
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation Eddy Ilg Tonmoy Saikia M. Keuper Thomas Brox 3DPC 13 206 0 06 Aug 2018
Adaptive Temporal Encoding Network for Video Instance-level Human Parsing Qixian Zhou Xiaodan Liang Ke Gong Liang Lin VOS 3DH 19 54 0 02 Aug 2018
Learning Blind Video Temporal Consistency Wei-Sheng Lai Jia-Bin Huang Oliver Wang Eli Shechtman Ersin Yumer Ming-Hsuan Yang 22 360 0 01 Aug 2018
Leveraging Motion Priors in Videos for Improving Human Segmentation Yu-Ting Chen Wen-Yen Chang Hai Lu Tingfan Wu Min Sun 21 2 0 30 Jul 2018
Story Understanding in Video Advertisements Keren Ye Kyle Buettner Adriana Kovashka 22 12 0 29 Jul 2018
Efficient Uncertainty Estimation for Semantic Segmentation in Videos Po-Yu Huang W. Hsu Chun-Yueh Chiu Tingfan Wu Min Sun BDL UQCV 17 107 0 29 Jul 2018
Actor-Centric Relation Network Chen Sun Abhinav Shrivastava Carl Vondrick Kevin Patrick Murphy Rahul Sukthankar Cordelia Schmid 36 220 0 28 Jul 2018
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception Federico Paredes-Valles Kirk Y. W. Scheper Guido C. H. E de Croon 20 155 0 28 Jul 2018
Conditional Prior Networks for Optical Flow Yanchao Yang Stefano Soatto 3DPC 16 37 0 26 Jul 2018
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation Jonathon Luiten P. Voigtlaender Bastian Leibe VOS 17 275 0 24 Jul 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 16 335 0 24 Jul 2018
MVDepthNet: Real-time Multiview Depth Estimation Neural Network Kaixuan Wang Shaojie Shen MDE 28 123 0 23 Jul 2018
Perceptual Video Super Resolution with Enhanced Temporal Consistency Eduardo Pérez-Pellitero Mehdi S. M. Sajjadi M. Hirsch Bernhard Schölkopf SupR 23 25 0 20 Jul 2018
Three for one and one for three: Flow, Segmentation, and Surface Normals Hoàng-Ân Lê A. S. Baslamisli Thomas Mensink Theo Gevers 8 17 0 19 Jul 2018
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems Yinda Zhang S. Khamis Christoph Rhemann Julien P. C. Valentin Adarsh Kowdle V. Tankovich Michael Schoenberg Shahram Izadi Thomas Funkhouser S. Fanello 3DV 18 108 0 16 Jul 2018
ENG: End-to-end Neural Geometry for Robust Depth and Pose Estimation using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV MDE 15 16 0 16 Jul 2018