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
Video Object Segmentation with Language Referring Expressions Anna Khoreva Anna Rohrbach Bernt Schiele VOS 11 186 0 21 Mar 2018
Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation Samvit Jain Joseph E. Gonzalez 23 21 0 21 Mar 2018
Robust Depth Estimation from Auto Bracketed Images Sunghoon Im Hae-Gon Jeon In So Kweon MDE 9 5 0 21 Mar 2018
Dynamic Filtering with Large Sampling Field for ConvNets Jialin Wu Daiyang Li Yu Yang Chandrajit L. Bajaj Xiangyang Ji 11 9 0 20 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 28 69 0 20 Mar 2018
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mohammed E. Fathy Quoc-Huy Tran M. Zia Paul Vernaza Manmohan Chandraker 3DPC 3DV 16 47 0 20 Mar 2018
DYAN: A Dynamical Atoms-Based Network for Video Prediction Wenqian Liu Abhishek Sharma Mario Sznaier Octavia Camps 16 36 0 20 Mar 2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains Jiahao Pang Wenxiu Sun Chengxi Yang Jimmy S. J. Ren Ruichao Xiao Jin Zeng Liang Lin 18 56 0 18 Mar 2018
EVA $^2$ : Exploiting Temporal Redundancy in Live Computer Vision Mark Buckler Philip Bedoukian Suren Jayasuriya Adrian Sampson 39 75 0 16 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 14 196 0 12 Mar 2018
Multi-Hypothesis Visual-Inertial Flow Jared Shamwell W. Nothwang D. Perlis 6 1 0 08 Mar 2018
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 26 1,318 0 07 Mar 2018
Learning monocular visual odometry with dense 3D mapping from dense 3D flow Cheng Zhao Li Sun Pulak Purkait T. Duckett Rustam Stolkin MDE 6 40 0 06 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 11 1,133 0 06 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 17 87 0 01 Mar 2018
Coarse to fine non-rigid registration: a chain of scale-specific neural networks for multimodal image alignment with application to remote sensing A. Zampieri Guillaume Charpiat Y. Tarabalka 14 10 0 27 Feb 2018
ReHAR: Robust and Efficient Human Activity Recognition Xin Li Mooi Choo Choo Chuah HAI 17 32 0 27 Feb 2018
Real-Time End-to-End Action Detection with Two-Stream Networks Alaaeldin El-Nouby Graham W. Taylor 22 27 0 23 Feb 2018
Deep Online Video Stabilization Miao Wang Guo-Ye Yang Jin-Kun Lin Ariel Shamir Song-Hai Zhang Shao-Ping Lu Shimin Hu 11 11 0 22 Feb 2018
Devon: Deformable Volume Network for Learning Optical Flow Yao Lu Jack Valmadre Heng Wang Arno Solin Mehrtash Harandi Philip Torr 3DPC 16 30 0 20 Feb 2018
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow Eddy Ilg Özgün Çiçek Silvio Galesso Aaron Klein Osama Makansi Frank Hutter Thomas Brox UQCV 29 220 0 20 Feb 2018
Camera-based vehicle velocity estimation from monocular video Moritz Kampelmühler M. Müller Christoph Feichtenhofer 10 28 0 20 Feb 2018
Correlation Flow: Robust Optical Flow Using Kernel Cross-Correlators Chen Wang Tete Ji Thien-Minh Nguyen Lihua Xie 22 18 0 20 Feb 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 23 10 0 19 Feb 2018
GapFlyt: Active Vision Based Minimalist Structure-less Gap Detection For Quadrotor Flight N. Sanket Chahat Deep Singh Kanishka Ganguly Cornelia Fermuller Yiannis Aloimonos 20 78 0 14 Feb 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap D. Shen 27 252 0 13 Feb 2018
Efficient Video Object Segmentation via Network Modulation L. Yang Yanran Wang Xuehan Xiong Jianchao Yang Aggelos K. Katsaggelos VOS 22 347 0 04 Feb 2018
Perceptual Compressive Sensing Jiang Du Xuemei Xie Chenye Wang Guangming Shi 24 9 0 01 Feb 2018
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks Timo Hackel Mikhail (Misha) Usvyatsov S. Galliani Jan Dirk Wegner Konrad Schindler 15 14 0 31 Jan 2018
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation? N. Mayer Eddy Ilg Philipp Fischer C. Hazirbas Daniel Cremers Alexey Dosovitskiy Thomas Brox OOD 18 213 0 19 Jan 2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning Huaijin Chen Liang Feng Orazio Gallo Ming-Yu Liu Ashok Veeraraghavan Jan Kautz 33 85 0 16 Jan 2018
Frame-Recurrent Video Super-Resolution Mehdi S. M. Sajjadi Raviteja Vemulapalli Matthew A. Brown SupR 14 502 0 14 Jan 2018
Instance Embedding Transfer to Unsupervised Video Object Segmentation Siyang Li Bryan Seybold A. Vorobyov Alireza Fathi Qin Huang C.-C. Jay Kuo VOS 24 104 0 03 Jan 2018
On the Integration of Optical Flow and Action Recognition Laura Sevilla-Lara Yiyi Liao Fatma Guney Varun Jampani Andreas Geiger Michael J. Black 19 192 0 22 Dec 2017
Impression Network for Video Object Detection Congrui Hetang Hongwei Qin Shaohui Liu Junjie Yan ObjD 8 31 0 16 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 33 92 0 12 Dec 2017
Multi-Scale Video Frame-Synthesis Network with Transitive Consistency Loss Zhe Hu Yinglan Ma Lizhuang Ma 11 9 0 07 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 22 321 0 04 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 36 97 0 01 Dec 2017
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Huaizu Jiang Deqing Sun Varun Jampani Ming-Hsuan Yang Erik Learned-Miller Jan Kautz 16 777 0 30 Nov 2017
Towards High Performance Video Object Detection Xizhou Zhu Jifeng Dai Lu Yuan Yichen Wei ObjD 23 243 0 30 Nov 2017
Future Person Localization in First-Person Videos Takuma Yagi K. Mangalam Ryo Yonetani Yoichi Sato EgoV 50 164 0 30 Nov 2017
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration S. Miao Sebastien Piat P. Fischer A. Tuysuzoglu P. Mewes Tommaso Mansi Rui Liao MedIm 19 101 0 22 Nov 2017
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge Emmanuel de Bézenac Arthur Pajot Patrick Gallinari PINN AI4CE 19 318 0 21 Nov 2017
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 23 575 0 21 Nov 2017
3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 3DPC 20 0 0 16 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 10 40 0 16 Nov 2017
Occlusion Aware Unsupervised Learning of Optical Flow Yang Wang Yezhou Yang Zhenheng Yang Liang Zhao Peng Wang Wei-ping Xu SSL 11 308 0 16 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 25 89 0 11 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 26 142 0 05 Nov 2017