FlowNet: Learning Optical Flow with Convolutional Networks

26 April 2015

Alexey Dosovitskiy

Patrick van der Smagt

Daniel Cremers

Thomas Brox

3DPC

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Papers citing "FlowNet: Learning Optical Flow with Convolutional Networks"

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Title
Devon: Deformable Volume Network for Learning Optical Flow Yao Lu Jack Valmadre Heng Wang Arno Solin Mehrtash Harandi Philip Torr 3DPC 23 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 40 220 0 20 Feb 2018
Camera-based vehicle velocity estimation from monocular video Moritz Kampelmühler M. Müller Christoph Feichtenhofer 15 28 0 20 Feb 2018
Global Pose Estimation with an Attention-based Recurrent Network Emilio Parisotto Devendra Singh Chaplot Jian Zhang Ruslan Salakhutdinov 26 70 0 19 Feb 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 30 252 0 13 Feb 2018
Image-based Synthesis for Deep 3D Human Pose Estimation Grégory Rogez Cordelia Schmid 3DH 16 28 0 12 Feb 2018
Tracking Noisy Targets: A Review of Recent Object Tracking Approaches M. Fiaz Arif Mahmood Soon Ki Jung AAML 29 49 0 09 Feb 2018
An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca 26 626 0 07 Feb 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 21 1,096 0 06 Feb 2018
Object Detection in Videos by High Quality Object Linking Peng Tang Chunyu Wang Xinggang Wang Wenyu Liu Wenjun Zeng Jingdong Wang 30 85 0 30 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 26 213 0 19 Jan 2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning Huaijin Chen Liang Feng Orazio Gallo Ming Liu Ashok Veeraraghavan Jan Kautz 44 85 0 16 Jan 2018
Frame-Recurrent Video Super-Resolution Mehdi S. M. Sajjadi Raviteja Vemulapalli Matthew A. Brown SupR 25 502 0 14 Jan 2018
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers Eunbyung Park Alexander C. Berg VOT TTA 38 166 0 09 Jan 2018
Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network Matthieu Grard Romain Brégier Florian Sella Emmanuel Dellandrea Liming Chen 40 12 0 04 Jan 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 30 1,062 0 28 Dec 2017
On the Integration of Optical Flow and Action Recognition Laura Sevilla-Lara Yiyi Liao Fatma Guney Varun Jampani Andreas Geiger Michael J. Black 27 192 0 22 Dec 2017
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 32 180 0 22 Dec 2017
End-to-end weakly-supervised semantic alignment Ignacio Rocco Relja Arandjelović Josef Sivic 21 175 0 19 Dec 2017
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 49 189 0 18 Dec 2017
Impression Network for Video Object Detection Congrui Hetang Hongwei Qin Shaohui Liu Junjie Yan ObjD 19 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
Dense Optical Flow based Change Detection Network Robust to Difference of Camera Viewpoints Ken Sakurada Weimin Wang Nobuo Kawaguchi Ryosuke Nakamura 3DPC 19 30 0 08 Dec 2017
Controllable Top-down Feature Transformer Zhiwei Jia Haoshen Hong Siyang Wang Kwonjoon Lee Zhuowen Tu ViT 22 2 0 06 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 36 321 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 50 779 0 30 Nov 2017
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos Rui Hou Chen Chen M. Shah MedIm 36 60 0 30 Nov 2017
Towards High Performance Video Object Detection Xizhou Zhu Jifeng Dai Lu Yuan Yichen Wei ObjD 28 243 0 30 Nov 2017
Deep Eyes: Binocular Depth-from-Focus on Focal Stack Pairs Xinqing Guo Zhaoyu Chen Siyuan Li Yang Yang Jingyi Yu MDE 16 7 0 29 Nov 2017
Appearance-and-Relation Networks for Video Classification Limin Wang Wei Li Wen Li Luc Van Gool 39 350 0 24 Nov 2017
Deep High Dynamic Range Imaging with Large Foreground Motions Shangzhe Wu Jiarui Xu Yu-Wing Tai Chi-Keung Tang 3DV 34 257 0 24 Nov 2017
Unsupervised End-to-end Learning for Deformable Medical Image Registration Siyuan Shan Wen Yan Xiaoqing Guo E. Chang Yubo Fan Yan Xu MedIm 38 49 0 23 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 27 102 0 22 Nov 2017
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge Emmanuel de Bézenac Arthur Pajot Patrick Gallinari PINN AI4CE 19 319 0 21 Nov 2017
SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes Olivia Wiles Andrew Zisserman 3DPC 17 97 0 21 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
Occlusion Aware Unsupervised Learning of Optical Flow Yang Wang Yezhou Yang Zhenheng Yang Liang Zhao Peng Wang Wei Xu SSL 30 308 0 16 Nov 2017
Fast Predictive Simple Geodesic Regression Zhipeng Ding G. Fleishman Xiao Yang P. Thompson Roland Kwitt Marc Niethammer 3DH 20 16 0 15 Nov 2017
End-to-end Video-level Representation Learning for Action Recognition Jiagang Zhu Wei Zou Zheng Zhu 25 89 0 11 Nov 2017
Object Referring in Visual Scene with Spoken Language A. Vasudevan Dengxin Dai Luc Van Gool 37 18 0 10 Nov 2017
Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 22 76 0 09 Nov 2017
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Wu Wei Zou Junjie Yan 38 265 0 03 Nov 2017
Widening siamese architectures for stereo matching P. Brandao E. Mazomenos Danail Stoyanov 3DV 23 23 0 01 Nov 2017
Deep Forward and Inverse Perceptual Models for Tracking and Prediction Alexander Lambert Amirreza Shaban Amit Raj Ziqiang Liu Byron Boots 35 17 0 31 Oct 2017
Spiking Optical Flow for Event-based Sensors Using IBM's TrueNorth Neurosynaptic System G. Haessig A. Cassidy Rodrigo Alvarez R. Benosman Garrick Orchard 8 79 0 26 Oct 2017
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications Apostolia Tsirikoglou J. Kronander Magnus Wrenninge Jonas Unger 3DV 38 78 0 17 Oct 2017
Single-image Tomography: 3D Volumes from 2D Cranial X-Rays Philipp Henzler V. Rasche Timo Ropinski Tobias Ritschel MedIm 27 13 0 13 Oct 2017
Joint Image Filtering with Deep Convolutional Networks Yijun Li Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang GAN 16 137 0 11 Oct 2017