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
SCNet: Learning Semantic Correspondence Kai Han Rafael Sampaio de Rezende Bumsub Ham Kwan-Yee K. Wong Minsu Cho Cordelia Schmid Jean Ponce 18 150 0 11 May 2017
Large-scale, Fast and Accurate Shot Boundary Detection through Spatio-temporal Convolutional Neural Networks Ahmed Hassanien Mohamed A. Elgharib Ahmed A. S. Seleim Sung-Ho Bae M. Hefeeda Wojciech Matusik 25 51 0 09 May 2017
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Unsupervised learning of object landmarks by factorized spatial embeddings James Thewlis Hakan Bilen Andrea Vedaldi OCL SSL 17 161 0 05 May 2017
Characterizing and Improving Stability in Neural Style Transfer Agrim Gupta Justin Johnson Alexandre Alahi Li Fei-Fei 24 118 0 05 May 2017
Generating Liquid Simulations with Deformation-aware Neural Networks L. Prantl Boris Bonev N. Thürey GAN 30 15 0 25 Apr 2017
SfM-Net: Learning of Structure and Motion from Video Sudheendra Vijayanarasimhan Susanna Ricco Cordelia Schmid Rahul Sukthankar Katerina Fragkiadaki MDE 14 440 0 25 Apr 2017
Accurate Optical Flow via Direct Cost Volume Processing Jia Xu René Ranftl V. Koltun 18 237 0 24 Apr 2017
ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond Siyuan Qiao Wei Shen Weichao Qiu Chenxi Liu Alan Yuille 24 36 0 22 Apr 2017
Learn to Model Motion from Blurry Footages Wenbin Li Da Chen Zhihan Lv Yan Yan Darren Cosker 11 0 0 19 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 10 787 0 18 Apr 2017
Robust Optical Flow Estimation in Rainy Scenes Ruoteng Li R. Tan L. Cheong 21 10 0 18 Apr 2017
Joint Semantic and Motion Segmentation for dynamic scenes using Deep Convolutional Networks Nazrul Haque Dinesh Reddy Narapureddy K. M. Krishna 13 12 0 18 Apr 2017
AnchorNet: A Weakly Supervised Network to Learn Geometry-sensitive Features For Semantic Matching David Novotny Diane Larlus Andrea Vedaldi 3DPC 31 65 0 16 Apr 2017
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data Lukas Cavigelli Philippe Degen Luca Benini BDL 25 51 0 14 Apr 2017
Video Acceleration Magnification Yichao Zhang S. Pintea Jan van Gemert 14 89 0 13 Apr 2017
Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt Michael Möller C. Hazirbas Daniel Cremers 25 356 0 11 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 33 493 0 10 Apr 2017
Deep Depth From Focus C. Hazirbas Sebastian Georg Soyer Maximilian Christian Staab Laura Leal-Taixé Daniel Cremers 3DV 16 82 0 04 Apr 2017
OctNetFusion: Learning Depth Fusion from Data Gernot Riegler Ali O. Ulusoy Horst Bischof Andreas Geiger 3DPC 3DV 14 207 0 04 Apr 2017
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and Detection Mohammadreza Zolfaghari Gabriel L. Oliveira Nima Sedaghat Thomas Brox 32 217 0 03 Apr 2017
Learning a Variational Network for Reconstruction of Accelerated MRI Data Kerstin Hammernik Teresa Klatzer Erich Kobler M. Recht D. Sodickson Thomas Pock Florian Knoll 18 1,522 0 03 Apr 2017
Hidden Two-Stream Convolutional Networks for Action Recognition Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann 6 281 0 02 Apr 2017
Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars Chenfanfu Jiang Siyuan Qi Yixin Zhu Siyuan Huang Jenny Lin L. Yu Demetri Terzopoulos Song-Chun Zhu 3DV 35 82 0 01 Apr 2017
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 19 589 0 31 Mar 2017
Fast Predictive Multimodal Image Registration Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 3DH 23 28 0 31 Mar 2017
$Semantic-driven Generation of Hyperlapse from $360^\circ$ Video$ Semantic-driven Generation of Hyperlapse from $360^\circ$ Video Wei-Sheng Lai Yujia Huang Neel Joshi Chris Buehler Ming-Hsuan Yang S. B. Kang VGen 8 34 0 31 Mar 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 51 620 0 29 Mar 2017
Lucid Data Dreaming for Video Object Segmentation Anna Khoreva Rodrigo Benenson Eddy Ilg Thomas Brox Bernt Schiele VOS 34 38 0 28 Mar 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 22 738 0 28 Mar 2017
Coherent Online Video Style Transfer Dongdong Chen Jing Liao Lu Yuan Nenghai Yu G. Hua 38 284 0 27 Mar 2017
Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras Lingni Ma J. Stückler C. Kerl Daniel Cremers 19 148 0 26 Mar 2017
Predicting Deeper into the Future of Semantic Segmentation Pauline Luc Natalia Neverova Camille Couprie Jakob Verbeek Yann LeCun 23 242 0 22 Mar 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 39 497 0 22 Mar 2017
Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters Shiyu Huang Deva Ramanan 14 53 0 18 Mar 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks Mason McGill Pietro Perona 18 102 0 17 Mar 2017
Convolutional neural network architecture for geometric matching Ignacio Rocco Relja Arandjelović Josef Sivic 16 540 0 16 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 17 286 0 08 Mar 2017
Deep View Morphing Dinghuang Ji Junghyun Kwon Max McFarland Silvio Savarese GAN 30 20 0 07 Mar 2017
3D Shape Segmentation via Shape Fully Convolutional Networks Pengyu Wang Y. Gan Panpan Shui Fenggen Yu Yan Zhang Song-Le Chen Zhengxing Sun 3DPC 20 86 0 28 Feb 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 30 1,676 0 27 Feb 2017
How hard is it to cross the room? -- Training (Recurrent) Neural Networks to steer a UAV Klaas Kelchtermans Tinne Tuytelaars 32 34 0 24 Feb 2017
PixelNet: Representation of the pixels, by the pixels, and for the pixels Aayush Bansal Xinlei Chen Bryan C. Russell Abhinav Gupta Deva Ramanan SSeg 29 120 0 21 Feb 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 21 668 0 09 Feb 2017
Video Frame Synthesis using Deep Voxel Flow Ziwei Liu Raymond A. Yeh Xiaoou Tang Yiming Liu A. Agarwala 38 743 0 08 Feb 2017
Guided Optical Flow Learning Yi Zhu Zhenzhong Lan Shawn D. Newsam Alexander G. Hauptmann SSL 14 48 0 08 Feb 2017
Slice-to-volume medical image registration: a survey Enzo Ferrante Nikos Paragios 11 155 0 06 Feb 2017
VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem R. Clark Sen Wang Hongkai Wen Andrew Markham A. Trigoni 19 348 0 29 Jan 2017
Plausible Shading Decomposition For Layered Photo Retouching Carlo Innamorati Tobias Ritschel Tim Weyrich Niloy J. Mitra 16 0 0 23 Jan 2017
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos Enis Berk Çoban Bo Xiong Michael I. Mandel VOS 33 381 0 19 Jan 2017