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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MagicVO: End-to-End Monocular Visual Odometry through Deep Bi-directional Recurrent Convolutional Neural Network Jian Jiao Jichao Jiao Yaokai Mo Weilun Liu Z. Deng 11 9 0 27 Nov 2018
Guided Feature Selection for Deep Visual Odometry Fei Xue Qiuyuan Wang Xin Wang W. Dong Junqiu Wang H. Zha MDE 16 51 0 25 Nov 2018
Matching Disparate Image Pairs Using Shape-Aware ConvNets Shefali Srivastava A. Chopra Arun C. S. Kumar S. Bhandarkar D. Sharma 25 4 0 24 Nov 2018
Multi-Task Learning of Generalizable Representations for Video Action Recognition Zhiyu Yao Yunbo Wang Mingsheng Long Jianmin Wang Philip S Yu Jiaguang Sun 19 3 0 20 Nov 2018
Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image D. Fuentes-Jiménez D. Casillas-Pérez Daniel Pizarro-Pérez Toby Collins Adrien Bartoli 3DV 3DH 27 10 0 19 Nov 2018
Global and Local Sensitivity Guided Key Salient Object Re-augmentation for Video Saliency Detection Ziqi Zhou Ziyi Wang Huchuan Lu Song Wang Meijun Sun 25 12 0 19 Nov 2018
Indoor GeoNet: Weakly Supervised Hybrid Learning for Depth and Pose Estimation Amirreza Farnoosh Sarah Ostadabbas 3DH 24 0 0 19 Nov 2018
Optical Flow Dataset and Benchmark for Visual Crowd Analysis Gregory Schröder T. Senst Erik Bochinski T. Sikora 19 28 0 17 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 27 228 0 16 Nov 2018
Deep Neural Network Concepts for Background Subtraction: A Systematic Review and Comparative Evaluation T. Bouwmans S. Javed M. Sultana Soon Ki Jung 30 318 0 13 Nov 2018
Learning Energy Based Inpainting for Optical Flow Christoph Vogel Huijuan Cao Thomas Pock 3DPC 35 5 0 09 Nov 2018
Continual Occlusions and Optical Flow Estimation Michal Neoral Jan Sochman Jirí Matas 33 17 0 05 Nov 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution F. Reda Guilin Liu Kevin J. Shih Robert M. Kirby Jon Barker D. Tarjan Andrew Tao Bryan Catanzaro 21 149 0 02 Nov 2018
Anytime Stereo Image Depth Estimation on Mobile Devices Yan Wang Zihang Lai Gao Huang Brian H. Wang Laurens van der Maaten M. Campbell Kilian Q. Weinberger 27 184 0 26 Oct 2018
Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography M. Laves L. Kahrs T. Ortmaier 21 5 0 26 Oct 2018
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks Christopher Bowles Liang Chen Ricardo Guerrero P. Bentley R. Gunn A. Hammers D. A. Dickie M. V. Valdés Hernández Joanna M. Wardlaw Daniel Rueckert GAN MedIm 32 422 0 25 Oct 2018
Neighbourhood Consensus Networks Ignacio Rocco Mircea Cimpoi Relja Arandjelović Akihiko Torii Tomas Pajdla Josef Sivic 29 385 0 24 Oct 2018
Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks Michelle A. Lee Yuke Zhu K. Srinivasan Parth Shah Silvio Savarese Li Fei-Fei Animesh Garg Jeannette Bohg SSL 35 368 0 24 Oct 2018
Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data Aayush Prakash Shaad Boochoon M. Brophy David Acuna Eric Cameracci Gavriel State Omer Shapira Stan Birchfield 16 264 0 23 Oct 2018
A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren Orazio Gallo Deqing Sun Ming-Hsuan Yang Erik B. Sudderth Jan Kautz 21 87 0 23 Oct 2018
Learning to Measure Change: Fully Convolutional Siamese Metric Networks for Scene Change Detection Enqiang Guo Xin-sha Fu Jiawei Zhu Min Deng Yu Liu Qing Zhu Haifeng Li SSL 28 87 0 22 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation Xiaolin Zhang Yunchao Wei Yi Yang Thomas Huang VLM 20 458 0 22 Oct 2018
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement Wenbo Bao Wei-Sheng Lai Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang 33 319 0 20 Oct 2018
Semantic Aware Attention Based Deep Object Co-segmentation Hong Chen Yifei Huang Hideki Nakayama SSeg 27 73 0 16 Oct 2018
Deep Photovoltaic Nowcasting Jinsong Zhang Rodrigo Verschae S. Nobuhara Jean-François Lalonde 22 158 0 15 Oct 2018
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Chenxu Luo Zhenheng Yang Peng Wang Yuanda Wang Wenyuan Xu Ram Nevatia Alan Yuille 3DPC 22 287 0 14 Oct 2018
Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential S. Ghimire P. Gyawali J. Sapp M. Horacek Linwei Wang MedIm 45 1 0 12 Oct 2018
Inter-BMV: Interpolation with Block Motion Vectors for Fast Semantic Segmentation on Video Samvit Jain Joseph E. Gonzalez 21 3 0 08 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 16 1 0 07 Oct 2018
Representation Flow for Action Recognition A. Piergiovanni Michael S. Ryoo 30 146 0 02 Oct 2018
Deep Object Pose Estimation for Semantic Robotic Grasping of Household Objects Jonathan Tremblay Thang To Balakumar Sundaralingam Yu Xiang Dieter Fox Stan Birchfield 42 654 0 27 Sep 2018
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 27 37 0 23 Sep 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation Longguang Wang Yulan Guo Zaiping Lin Xinpu Deng W. An SupR 26 94 0 23 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 21 46 0 21 Sep 2018
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation Jonas Wulff Michael J. Black SSL 21 12 0 21 Sep 2018
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 40 675 0 17 Sep 2018
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 16 194 0 14 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 77 1,545 0 14 Sep 2018
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery Junming Zhang Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 16 54 0 13 Sep 2018
Deep Spectral Correspondence for Matching Disparate Image Pairs Arun C. S. Kumar Shefali Srivastava Anirban Mukhopadhyay S. Bhandarkar 14 2 0 12 Sep 2018
Learning structure-from-motion from motion Clément Pinard Laure Chevalley Antoine Manzanera David Filliat 12 6 0 12 Sep 2018
Multi range Real-time depth inference from a monocular stabilized footage using a Fully Convolutional Neural Network Clément Pinard Laure Chevalley Antoine Manzanera David Filliat 3DV MDE 27 3 0 12 Sep 2018
End-to-end depth from motion with stabilized monocular videos Clément Pinard Laure Chevalley Antoine Manzanera David Filliat MDE 17 8 0 12 Sep 2018
Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution Yaqi Liu Xianfeng Zhao Xiaobin Zhu Yun Cao GAN 14 2 0 08 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 38 472 0 05 Sep 2018
Temporally Coherent Video Harmonization Using Adversarial Networks Haozhi Huang Sen-Zhe Xu Junxiong Cai Wen Liu Shimin Hu 22 19 0 05 Sep 2018
VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 33 271 0 04 Sep 2018
Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles Victor Vaquero Alberto Sanfeliu Francesc Moreno-Noguer 20 7 0 30 Aug 2018
PanoRoom: From the Sphere to the 3D Layout Clara Fernandez-Labrador José M. Fácil Alejandro Pérez-Yus C. Demonceaux Jose J. Guerrero 3DPC 36 13 0 29 Aug 2018
Deep Lidar CNN to Understand the Dynamics of Moving Vehicles Victor Vaquero Alberto Sanfeliu Francesc Moreno-Noguer 36 14 0 28 Aug 2018