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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Deep learning approach to Fourier ptychographic microscopy Thanh Nguyen Yujia Xue Yunzhe Li Lei Tian G. Nehmetallah 18 28 0 27 Apr 2018
Force Estimation from OCT Volumes using 3D CNNs N. Gessert Jens Beringhoff Christoph Otte Alexander Schlaefer 11 28 0 26 Apr 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 37 224 0 25 Apr 2018
Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes André Apitzsch Roman Seidel G. Hirtz 19 5 0 24 Apr 2018
ALIGNet: Partial-Shape Agnostic Alignment via Unsupervised Learning Rana Hanocka N. Fish Zhenhua Wang Raja Giryes S. Fleishman Daniel Cohen-Or 3DPC 16 73 0 23 Apr 2018
An Aggregated Multicolumn Dilated Convolution Network for Perspective-Free Counting Diptodip Deb Jonathan Ventura 26 84 0 20 Apr 2018
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Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization Jonathan Tremblay Aayush Prakash David Acuna M. Brophy Varun Jampani Cem Anil Thang To Eric Cameracci Shaad Boochoon Stan Birchfield OOD 29 808 0 18 Apr 2018
Learning how to be robust: Deep polynomial regression Juan-Manuel Perez-Rua T. Crivelli P. Bouthemy P. Pérez OOD 24 2 0 17 Apr 2018
Deep Object Co-Segmentation Weihao Li O. Jafari Carsten Rother VLM 24 113 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 20 49 0 16 Apr 2018
Motion-based Object Segmentation based on Dense RGB-D Scene Flow Lin Shao Parth Shah Vikranth Dwaracherla Jeannette Bohg 3DPC 19 38 0 14 Apr 2018
Deep Motion Boundary Detection Xiaoqing Yin Xiyang Dai Xinchao Wang Maojun Zhang Dacheng Tao L. Davis 9 3 0 13 Apr 2018
Temporal Interpolation via Motion Field Prediction Lin Zhang Neerav Karani C. Tanner E. Konukoglu MedIm 13 8 0 12 Apr 2018
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation Zhaoyang Lv Kihwan Kim Alejandro J. Troccoli Deqing Sun James M. Rehg Jan Kautz 32 89 0 12 Apr 2018
Geometric Consistency for Self-Supervised End-to-End Visual Odometry Ganesh Iyer Krishna Murthy Jatavallabhula Gunshi Gupta K. M. Krishna Liam Paull SSL 21 51 0 11 Apr 2018
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model Baris Gecer Binod Bhattarai J. Kittler Tae-Kyun Kim CVBM GAN 20 65 0 10 Apr 2018
Bringing Alive Blurred Moments Kuldeep Purohit Anshul B. Shah A. N. Rajagopalan 30 80 0 09 Apr 2018
Extracting Scientific Figures with Distantly Supervised Neural Networks Noah Y. Siegel Nicholas Lourie Russell Power Bridger Waleed Ammar 13 114 0 06 Apr 2018
EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images Changha Shin Hae-Gon Jeon Youngjin Yoon In So Kweon Seon Joo Kim MDE 16 243 0 06 Apr 2018
Learnable Exposure Fusion for Dynamic Scenes Fahd Bouzaraa Ibrahim Halfaoui O. Urfalioglu 16 2 0 04 Apr 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 32 126 0 03 Apr 2018
PhaseNet for Video Frame Interpolation Simone Schaub-Meyer Abdelaziz Djelouah Brian McWilliams A. Sorkine-Hornung Markus Gross Christopher Schroers 19 179 0 03 Apr 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 14 465 0 02 Apr 2018
End-to-End Learning of Motion Representation for Video Understanding Lijie Fan Wen-bing Huang Chuang Gan Stefano Ermon Boqing Gong Junzhou Huang 24 213 0 02 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 21 161 0 02 Apr 2018
DeepIM: Deep Iterative Matching for 6D Pose Estimation Yi Li Gu Wang Xiangyang Ji Yu Xiang Dieter Fox 3DH 3DPC 61 698 0 31 Mar 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 36 29 0 30 Mar 2018
Context-aware Synthesis for Video Frame Interpolation Simon Niklaus Feng Liu 50 407 0 29 Mar 2018
Memory Warps for Learning Long-Term Online Video Representations Tuan-Hung Vu Wongun Choi S. Schulter Manmohan Chandraker 16 11 0 28 Mar 2018
Lip Movements Generation at a Glance Lele Chen Zhiheng Li R. Maddox Z. Duan Chenliang Xu 25 261 0 28 Mar 2018
Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation Samvit Jain Joseph E. Gonzalez 26 21 0 21 Mar 2018
Robust Depth Estimation from Auto Bracketed Images Sunghoon Im Hae-Gon Jeon In So Kweon MDE 14 5 0 21 Mar 2018
Dynamic Filtering with Large Sampling Field for ConvNets Jialin Wu Daiyang Li Yu Yang Minh Nguyen Xiangyang Ji 21 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 24 56 0 18 Mar 2018
EVA $^2$ : Exploiting Temporal Redundancy in Live Computer Vision Mark Buckler Philip Bedoukian Suren Jayasuriya Adrian Sampson 44 75 0 16 Mar 2018
The ApolloScape Open Dataset for Autonomous Driving and its Application Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang 3DPC 33 559 0 16 Mar 2018
Towards Monocular Digital Elevation Model (DEM) Estimation by Convolutional Neural Networks - Application on Synthetic Aperture Radar Images G. Costante Thomas Alessandro Ciarfuglia Filippo Biondi MDE 9 13 0 14 Mar 2018
EdgeStereo: A Context Integrated Residual Pyramid Network for Stereo Matching Xiao-yang Song Xu Zhao Hanwen Hu Liangji Fang 27 193 0 14 Mar 2018
TOM-Net: Learning Transparent Object Matting from a Single Image Guanying Chen Kai Han Kwan-Yee K. Wong 24 81 0 13 Mar 2018
Multi-Hypothesis Visual-Inertial Flow Jared Shamwell W. Nothwang D. Perlis 11 1 0 08 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 14 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
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 26 185 0 05 Mar 2018
ReHAR: Robust and Efficient Human Activity Recognition Xin Li Mooi Choo Choo Chuah HAI 25 32 0 27 Feb 2018
Real-Time End-to-End Action Detection with Two-Stream Networks Alaaeldin El-Nouby Graham W. Taylor 30 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