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
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 36 561 0 11 Oct 2017
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 43 759 0 04 Oct 2017
Secrets in Computing Optical Flow by Convolutional Networks Junxuan Li 23 0 0 04 Oct 2017
DeepVO: Towards End-to-End Visual Odometry with Deep Recurrent Convolutional Neural Networks Sen Wang R. Clark Hongkai Wen A. Trigoni 9 778 0 25 Sep 2017
Playing for Benchmarks Stephan R. Richter Zeeshan Hayder V. Koltun 37 464 0 21 Sep 2017
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 19 414 0 20 Sep 2017
Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM Lai Jiang Mai Xu Zulin Wang 27 121 0 19 Sep 2017
Look Wider to Match Image Patches with Convolutional Neural Networks Haesol Park Kyoung Mu Lee 3DV 6 101 0 19 Sep 2017
LS-VO: Learning Dense Optical Subspace for Robust Visual Odometry Estimation G. Costante Thomas Alessandro Ciarfuglia 21 70 0 18 Sep 2017
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model Ty Nguyen Steven W. Chen Shreyas S. Shivakumar Camillo J Taylor Vijay Kumar 23 278 0 12 Sep 2017
Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps Florian Piewak Timo Rehfeld Michael Weber Johann Marius Zöllner ObjD 19 21 0 10 Sep 2017
Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps (Masters Thesis) Florian Piewak 11 1 0 10 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 82 2,425 0 07 Sep 2017
Learning Non-Metric Visual Similarity for Image Retrieval Noa Garcia George Vogiatzis 30 37 0 05 Sep 2017
Learning Dense Facial Correspondences in Unconstrained Images Ronald Yu Shunsuke Saito Haoxiang Li Duygu Ceylan Hao Li CVBM 3DH 25 62 0 02 Sep 2017
Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching Jiahao Pang Wenxiu Sun Jimmy S. J. Ren Chengxi Yang Qiong Yan 22 456 0 30 Aug 2017
Semantic Texture for Robust Dense Tracking J. Czarnowski Stefan Leutenegger Andrew J. Davison 3DV 17 20 0 29 Aug 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 49 1,089 0 25 Aug 2017
ProbFlow: Joint Optical Flow and Uncertainty Estimation Anne S. Wannenwetsch M. Keuper Stefan Roth 14 60 0 22 Aug 2017
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 26 96 0 17 Aug 2017
Segmentation-Aware Convolutional Networks Using Local Attention Masks Adam W. Harley Konstantinos G. Derpanis Iasonas Kokkinos SSeg 35 141 0 15 Aug 2017
WebVision Database: Visual Learning and Understanding from Web Data Wen Li Limin Wang Wei Li E. Agustsson Luc Van Gool VLM 14 434 0 09 Aug 2017
Training Deep Networks to be Spatially Sensitive Nicholas I. Kolkin Gregory Shakhnarovich Eli Shechtman 16 5 0 07 Aug 2017
Video Frame Interpolation via Adaptive Separable Convolution Simon Niklaus Long Mai Feng Liu 19 693 0 05 Aug 2017
Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes Hassan Abu Alhaija Siva Karthik Mustikovela L. Mescheder Andreas Geiger Carsten Rother 3DPC 22 436 0 04 Aug 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Daniel Cremers BDL 21 243 0 02 Aug 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang Lisa Lee Wei-Ming Dai Eric Xing GAN 40 366 0 01 Aug 2017
Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network Xu Zhao Yingying Chen Ming Tang Jinqiao Wang 16 25 0 24 Jul 2017
Toward Geometric Deep SLAM Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 3DGS 16 137 0 24 Jul 2017
Deep Optical Flow Estimation Via Multi-Scale Correspondence Structure Learning Shanshan Zhao Xi Li Omar Elfarouk Bourahla 46 7 0 23 Jul 2017
DenseNet for Dense Flow Yi Zhu Shawn D. Newsam 19 229 0 19 Jul 2017
The Devil is in the Decoder: Classification, Regression and GANs Z. Wojna V. Ferrari S. Guadarrama N. Silberman Liang-Chieh Chen Alireza Fathi J. Uijlings 37 94 0 18 Jul 2017
RegNet: Multimodal Sensor Registration Using Deep Neural Networks N. Schneider Florian Piewak Christoph Stiller Uwe Franke 33 185 0 11 Jul 2017
Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize Andrew P. Aitken C. Ledig Lucas Theis Jose Caballero Zehan Wang Wenzhe Shi 22 178 0 10 Jul 2017
Learning-based Image Enhancement for Visual Odometry in Challenging HDR Environments Ruben Gomez-Ojeda Zichao Zhang Javier González Jiménez Davide Scaramuzza 35 51 0 05 Jul 2017
An In-Depth Analysis of Visual Tracking with Siamese Neural Networks R. Pflugfelder 19 14 0 03 Jul 2017
End-to-End Learning of Video Super-Resolution with Motion Compensation Osama Makansi Eddy Ilg Thomas Brox SupR 30 54 0 03 Jul 2017
Neural SLAM: Learning to Explore with External Memory Jingwei Zhang L. Tai Ming Liu Joschka Boedecker Wolfram Burgard 22 71 0 29 Jun 2017
The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle Ryan Cunningham P. Harding Ian David Loram 14 11 0 28 Jun 2017
Super-Resolution via Deep Learning K. Hayat SupR 46 91 0 28 Jun 2017
Large-Scale Mapping of Human Activity using Geo-Tagged Videos Yi Zhu Sen Liu Shawn D. Newsam 24 0 0 24 Jun 2017
Two-Stream Convolutional Networks for Dynamic Texture Synthesis Matthew Tesfaldet Marcus A. Brubaker Konstantinos G. Derpanis 36 54 0 21 Jun 2017
Exploring Convolutional Networks for End-to-End Visual Servoing Aseem Saxena Harit Pandya Gourav Kumar Ayush Gaud K. M. Krishna SSL 28 79 0 10 Jun 2017
Unsupervised learning of object frames by dense equivariant image labelling James Thewlis Hakan Bilen Andrea Vedaldi OCL 27 26 0 09 Jun 2017
Deep Frame Interpolation V. Samsonov 14 3 0 04 Jun 2017
TransFlow: Unsupervised Motion Flow by Joint Geometric and Pixel-level Estimation S. Alletto Davide Abati Simone Calderara Rita Cucchiara Luca Rigazio ViT 18 7 0 01 Jun 2017
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision H. Tung Adam W. Harley William Seto Katerina Fragkiadaki GAN 27 156 0 31 May 2017
Deep Learning Improves Template Matching by Normalized Cross Correlation Davit Buniatyan T. Macrina Dodam Ih J. Zung H. S. Seung 14 10 0 24 May 2017
Learning Image Relations with Contrast Association Networks Yao Lu Zhirong Yang Arno Solin Samuel Kaski 18 2 0 16 May 2017
WebVision Challenge: Visual Learning and Understanding With Web Data Wen Li Limin Wang Wei Li E. Agustsson Jesse Berent Abhinav Gupta Rahul Sukthankar Luc Van Gool VLM 9 19 0 16 May 2017