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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SUNet: Symmetric Undistortion Network for Rolling Shutter Correction Bin Fan Yuchao Dai Mingyi He 27 36 0 10 Aug 2021
Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos Jiaojiao Fang Guizhong Liu 3DPC SSL 24 0 0 09 Aug 2021
I2V-GAN: Unpaired Infrared-to-Visible Video Translation Shuang Li Bingfeng Han Zhengyang Yu Chi Harold Liu Kai Chen Shuigen Wang 26 44 0 02 Aug 2021
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Social Processes: Self-Supervised Meta-Learning over Conversational Groups for Forecasting Nonverbal Social Cues Chirag Raman Hayley Hung Marco Loog AI4TS 27 9 0 28 Jul 2021
Improving Video Instance Segmentation via Temporal Pyramid Routing Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 29 10 0 28 Jul 2021
Insights from Generative Modeling for Neural Video Compression Ruihan Yang Yibo Yang Joseph Marino Stephan Mandt VGen 35 16 0 28 Jul 2021
VIPose: Real-time Visual-Inertial 6D Object Pose Tracking Rundong Ge Giuseppe Loianno 3DH 16 8 0 27 Jul 2021
Accelerating Video Object Segmentation with Compressed Video Kai Xu Angela Yao VOS 27 21 0 26 Jul 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 33 28 0 24 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 24 38 0 23 Jul 2021
Detail Preserving Residual Feature Pyramid Modules for Optical Flow Libo Long J. Lang 27 6 0 23 Jul 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 40 41 0 22 Jul 2021
External-Memory Networks for Low-Shot Learning of Targets in Forward-Looking-Sonar Imagery I. Sledge Christopher Toole J. Maestri José C. Príncipe 42 1 0 22 Jul 2021
Deep Iterative 2D/3D Registration Srikrishna Jaganathan Jian Wang A. Borsdorf Karthik Shetty Andreas Maier 3DPC 38 12 0 21 Jul 2021
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging Thomas Kustner Jiazhen Pan H. Qi G. Cruz Christopher Gilliam T. Blu Bin Yang S. Gatidis René M. Botnar Claudia Prieto MedIm 15 30 0 19 Jul 2021
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction A. Salehi M. Balasubramanian 30 2 0 12 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 21 14 0 09 Jul 2021
NccFlow: Unsupervised Learning of Optical Flow With Non-occlusion from Geometry Guangming Wang Shuaiqi Ren Hesheng Wang 23 14 0 08 Jul 2021
RAM-VO: Less is more in Visual Odometry Iury Cleveston Esther L. Colombini 14 1 0 07 Jul 2021
Deep Learning for Micro-expression Recognition: A Survey Yante Li Jinsheng Wei Yang Liu Janne Kauttonen Guoying Zhao 43 61 0 06 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip Torr Luca Bertinetto 48 82 0 05 Jul 2021
SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences Hugo Caselles-Dupré Michael Garcia-Ortiz David Filliat 25 0 0 05 Jul 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 25 17 0 05 Jul 2021
Overcoming Obstructions via Bandwidth-Limited Multi-Agent Spatial Handshaking Nathan Glaser Yen-Cheng Liu Junjiao Tian Z. Kira 19 20 0 01 Jul 2021
Enhancing Multi-Robot Perception via Learned Data Association Nathan Glaser Yen-Cheng Liu Junjiao Tian Z. Kira 27 2 0 01 Jul 2021
Long-Short Temporal Modeling for Efficient Action Recognition Liyu Wu Yuexian Zou Can Zhang 21 1 0 30 Jun 2021
Fast Training of Neural Lumigraph Representations using Meta Learning Alexander W. Bergman Petr Kellnhofer Gordon Wetzstein 30 40 0 28 Jun 2021
Artificial Neural Network for Cybersecurity: A Comprehensive Review Prajoy Podder Subrato Bharati Hossain Mondal Pinto Kumar Paul Utku Kose AAML 11 22 0 20 Jun 2021
Deep Learning for Multi-View Stereo via Plane Sweep: A Survey Qingtian Zhu Chen Min Zizhuang Wei Yisong Chen Guoping Wang 3DV 14 27 0 18 Jun 2021
MaCLR: Motion-aware Contrastive Learning of Representations for Videos Fanyi Xiao Joseph Tighe Davide Modolo SSL 24 13 0 17 Jun 2021
Learning to See by Looking at Noise Manel Baradad Jonas Wulff Tongzhou Wang Phillip Isola Antonio Torralba 38 90 0 10 Jun 2021
Generative Models as a Data Source for Multiview Representation Learning Ali Jahanian Xavier Puig Yonglong Tian Phillip Isola 41 125 0 09 Jun 2021
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Ho Kei Cheng Yu-Wing Tai Chi-Keung Tang VOS 48 280 0 09 Jun 2021
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation Pengpeng Liu M. Lyu Irwin King Jia Xu 21 7 0 08 Jun 2021
Occlusion-aware Unsupervised Learning of Depth from 4-D Light Fields Jing Jin Junhui Hou 15 38 0 06 Jun 2021
Predicting Driver Intention Using Deep Neural Network Mahdi Bonyani Mina Rahmanian Simindokht Jahangard 19 2 0 31 May 2021
Unsupervised Joint Learning of Depth, Optical Flow, Ego-motion from Video Jianfeng Li Junqiao Zhao Shuangfu Song T. Feng 3DPC MDE 26 6 0 30 May 2021
Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains Bowen Wen Chaitanya Mitash Kostas Bekris 19 9 0 29 May 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview Zhaoxin Fan Yazhi Zhu Yulin He Qi Sun Hongyan Liu Jun He 35 82 0 29 May 2021
NViSII: A Scriptable Tool for Photorealistic Image Generation N. Morrical Jonathan Tremblay Yunzhi Lin Stephen Tyree Stan Birchfield Valerio Pascucci Ingo Wald 24 51 0 28 May 2021
FastRIFE: Optimization of Real-Time Intermediate Flow Estimation for Video Frame Interpolation Malwina Kubas G. Sarwas 21 22 0 27 May 2021
Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models Boyuan Chen Yuhang Hu Lianfeng Li S. Cummings Hod Lipson CVBM 28 23 0 26 May 2021
KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes Artem Savkin Federico Tombari 26 1 0 26 May 2021
BoundarySqueeze: Image Segmentation as Boundary Squeezing Hao He Xiangtai Li Kuiyuan Yang Guangliang Cheng Yunhai Tong Lubin Weng Zhengjun Zha Jianping Shi ISeg 30 10 0 25 May 2021
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 29 138 0 25 May 2021
Taylor saves for later: disentanglement for video prediction using Taylor representation Ting Pan Zhuqing Jiang Jianan Han S. Wen Aidong Men Haiying Wang 36 5 0 24 May 2021
End-to-End Video Object Detection with Spatial-Temporal Transformers Lu He Qianyu Zhou Hefei Ling Li Niu Guangliang Cheng Xiao Li Wenxuan Liu Yu Tong Lizhuang Ma Liqing Zhang ViT 65 96 0 23 May 2021
Document Domain Randomization for Deep Learning Document Layout Extraction Meng-Ying Ling Jian Chen Torsten Moller Petra Isenberg Tobias Isenberg Michael Sedlmair R. Laramee Han-Wei Shen Jian Wu C. Lee Giles 28 3 0 20 May 2021
DeepAVO: Efficient Pose Refining with Feature Distilling for Deep Visual Odometry Ran Zhu Mingkun Yang Wang Liu Rujun Song Bo Yan Zhuoling Xiao 35 29 0 20 May 2021