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
Motion Deblurring in the Wild M. Noroozi Paramanand Chandramouli Paolo Favaro 13 127 0 05 Jan 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 36 962 0 05 Jan 2017
Adversarially Tuned Scene Generation V. S. Veeravasarapu Constantin Rothkopf Visvanathan Ramesh GAN OOD 17 26 0 02 Jan 2017
Video-based Person Re-identification with Accumulative Motion Context Hao Liu Zequn Jie Karlekar Jayashree Meibin Qi Jianguo Jiang Shuicheng Yan Jiashi Feng 39 165 0 01 Jan 2017
Deep Learning Logo Detection with Data Expansion by Synthesising Context Hang Su Xiatian Zhu S. Gong 30 87 0 29 Dec 2016
Semantic Video Segmentation by Gated Recurrent Flow Propagation David Nilsson C. Sminchisescu 23 222 0 28 Dec 2016
Globally Optimal Object Tracking with Fully Convolutional Networks Jinho Lee Brian Kenji Iwana Shouta Ide S. Uchida 18 4 0 25 Dec 2016
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 19 260 0 22 Dec 2016
Learning Motion Patterns in Videos P. Tokmakov Alahari Karteek Cordelia Schmid VOS 25 267 0 21 Dec 2016
Beyond Skip Connections: Top-Down Modulation for Object Detection Abhinav Shrivastava Rahul Sukthankar Jitendra Malik Abhinav Gupta ObjD 38 320 0 20 Dec 2016
Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator Namhoon Lee Xinshuo Weng Vishnu Boddeti Yu Zhang Fares N. Beainy Kris Kitani T. Kanade 3DH 13 9 0 15 Dec 2016
SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth J. McCormac Ankur Handa Stefan Leutenegger Andrew J. Davison 3DV 3DPC 19 125 0 15 Dec 2016
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling Spyros Gidaris N. Komodakis 27 145 0 14 Dec 2016
Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild Nima Sedaghat Mohammadreza Zolfaghari Thomas Brox 11 16 0 12 Dec 2016
ActionFlowNet: Learning Motion Representation for Action Recognition Joe Yue-Hei Ng Jonghyun Choi J. Neumann L. Davis 36 117 0 09 Dec 2016
Scene Flow Estimation: A Survey Zike Yan Xuezhi Xiang 11 29 0 08 Dec 2016
DeMoN: Depth and Motion Network for Learning Monocular Stereo Benjamin Ummenhofer Huizhong Zhou J. Uhrig N. Mayer Eddy Ilg Alexey Dosovitskiy Thomas Brox 3DV MDE 18 700 0 07 Dec 2016
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 78 1,949 0 07 Dec 2016
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia M. Keuper Alexey Dosovitskiy Thomas Brox 3DPC 80 3,062 0 06 Dec 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 37 603 0 05 Dec 2016
Cognitive Deep Machine Can Train Itself András Lőrincz M. Csákvári Á. Fóthi Z. '. Milacski András Sárkány Z. Tősér 8 2 0 02 Dec 2016
An Artificial Agent for Robust Image Registration Rui Liao S. Miao Pierre de Tournemire Sasa Grbic A. Kamen Tommaso Mansi Dorin Comaniciu MedIm 31 196 0 30 Nov 2016
End-to-End Training of Hybrid CNN-CRF Models for Stereo Patrick Knöbelreiter Christian Reinbacher Alexander Shekhovtsov Thomas Pock 3DV 41 132 0 30 Nov 2016
InterpoNet, A brain inspired neural network for optical flow dense interpolation Shay Zweig Lior Wolf 27 50 0 29 Nov 2016
Surveillance Video Parsing with Single Frame Supervision Si Liu Changhu Wang Ruihe Qian Han Yu Renda Bao 8 59 0 29 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 29 391 0 28 Nov 2016
Object Detection Free Instance Segmentation With Labeling Transformations Long Jin Zeyu Chen Zhuowen Tu ISeg 23 16 0 28 Nov 2016
Deep Video Deblurring Shuochen Su M. Delbracio Jue Wang Guillermo Sapiro Wolfgang Heidrich Oliver Wang 44 50 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 264 3,243 0 24 Nov 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 45 597 0 23 Nov 2016
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression Lukas Cavigelli P. Hager Luca Benini 19 195 0 22 Nov 2016
DeepVO: A Deep Learning approach for Monocular Visual Odometry Vikram Mohanty Shubh Agrawal Shaswat Datta Arna Ghosh V. Sharma D. Chakravarty 22 75 0 18 Nov 2016
Optical Flow Requires Multiple Strategies (but only one network) Tal Schuster Lior Wolf David Gadot 9 15 0 17 Nov 2016
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation Jose Caballero C. Ledig Andrew P. Aitken Alejandro Acosta J. Totz Zehan Wang Wenzhe Shi SupR 61 659 0 16 Nov 2016
Learning Detailed Face Reconstruction from a Single Image Elad Richardson Matan Sela Roy Or-El Ron Kimmel 3DV 3DH CVBM 17 339 0 15 Nov 2016
OctNet: Learning Deep 3D Representations at High Resolutions Gernot Riegler Ali O. Ulusoy Andreas Geiger 3DV 3DPC 45 1,473 0 15 Nov 2016
Optical Flow Estimation using a Spatial Pyramid Network Anurag Ranjan Michael J. Black 3DPC 14 1,204 0 03 Nov 2016
Is the deconvolution layer the same as a convolutional layer? Wenzhe Shi Jose Caballero Lucas Theis Ferenc Huszár Andrew P. Aitken C. Ledig Zehan Wang 31 139 0 22 Sep 2016
PixelNet: Towards a General Pixel-level Architecture Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 210 58 0 21 Sep 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 19 41 0 20 Sep 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 72 2,868 0 13 Sep 2016
Fully-Trainable Deep Matching James Thewlis Shuai Zheng Philip Torr Andrea Vedaldi 3DV 11 42 0 12 Sep 2016
Dense Motion Estimation for Smoke Da Chen Wenbin Li P. Hall 22 9 0 07 Sep 2016
STFCN: Spatio-Temporal FCN for Semantic Video Segmentation Mohsen Fayyaz M. H. Saffar Mohammad Sabokrou M. Fathy Reinhard Klette Fay Huang 11 56 0 21 Aug 2016
Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness Jason J. Yu Adam W. Harley Konstantinos G. Derpanis 26 407 0 20 Aug 2016
Temporally Consistent Motion Segmentation from RGB-D Video Peter Bertholet A. Ichim Matthias Zwicker VOS 11 6 0 16 Aug 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 37 199 0 11 Aug 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 6 1,995 0 07 Aug 2016
CNN-based Patch Matching for Optical Flow with Thresholded Hinge Embedding Loss C. Bailer Kiran Varanasi Didier Stricker 19 63 0 27 Jul 2016
Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional Networks Michele Mancini G. Costante P. Valigi Thomas Alessandro Ciarfuglia 20 105 0 21 Jul 2016