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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Does it work outside this benchmark? Introducing the Rigid Depth Constructor tool, depth validation dataset construction in rigid scenes for the masses Clément Pinard Antoine Manzanera 3DV 25 1 0 29 Mar 2021
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Preliminary Experimental Results of Context-Aware Teams of Multiple Autonomous Agents Operating under Constrained Communications J. Martinez-Lorenzo Jeffrey Hudack Yutao Jing Michael Shaham Zixuan Liang ... Juan Heredia Juesas Yuntao Ma Tristan Sweeney Nicolas Ares Ari Fox 21 0 0 25 Mar 2021
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GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning Haipeng Li Kunming Luo Shuaicheng Liu 22 20 0 25 Mar 2021
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature Aggregation Xinggang Wang Zhaojin Huang Bencheng Liao Lichao Huang Yongchao Gong Chang Huang 25 21 0 25 Mar 2021
Efficient Regional Memory Network for Video Object Segmentation Haozhe Xie Huanjin Yao Shangchen Zhou Shengping Zhang Wenxiu Sun VOS 37 138 0 24 Mar 2021
Region Similarity Representation Learning Tete Xiao Colorado Reed Xiaolong Wang Kurt Keutzer Trevor Darrell VLM SSL 42 117 0 24 Mar 2021
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency Qing Liu Vignesh Ramanathan D. Mahajan Alan Yuille Zhenheng Yang VOS 25 19 0 23 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations Chaitanya K. Ryali D. Schwab Ari S. Morcos SSL 42 9 0 23 Mar 2021
Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos Sijie Song Xudong Lin Jiaying Liu Zongming Guo Shih-Fu Chang ObjD 21 16 0 23 Mar 2021
There and Back Again: Self-supervised Multispectral Correspondence Estimation Celyn Walters Oscar Alejandro Mendez Maldonado Mark Johnson Richard Bowden SSL 46 7 0 19 Mar 2021
Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures Chankyu Lee Adarsh Kosta Kaushik Roy 3DPC 39 45 0 19 Mar 2021
CDFI: Compression-Driven Network Design for Frame Interpolation Tianyu Ding Luming Liang Zhihui Zhu Ilya Zharkov 32 93 0 18 Mar 2021
The U-Net based GLOW for Optical-Flow-free Video Interframe Generation Saem Park D. Han Nojun Kwak 11 2 0 17 Mar 2021
Fast and Accurate: Video Enhancement using Sparse Depth Yu Feng Patrick Hansen P. Whatmough Guoyu Lu Yuhao Zhu 19 5 0 15 Mar 2021
Cascaded Feature Warping Network for Unsupervised Medical Image Registration Liutong Zhang Lei Zhou Ruiyang Li Xianyu Wang Boxuan Han Hongen Liao MedIm 16 11 0 15 Mar 2021
Unknown Object Segmentation from Stereo Images M. Durner W. Boerdijk M. Sundermeyer W. Friedl Zoltán-Csaba Márton Rudolph Triebel 39 34 0 11 Mar 2021
ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor Environments Jin-Man Park Jae-Hyuk Jang Sahng-Min Yoo Sun-Kyung Lee Ue-Hwan Kim Jong-Hwan Kim 27 31 0 09 Mar 2021
Parser-Free Virtual Try-on via Distilling Appearance Flows Yuying Ge Yibing Song Ruimao Zhang Chongjian Ge Wei Liu Ping Luo DiffM 36 182 0 08 Mar 2021
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation Lingtong Kong Chunhua Shen Jie Yang 22 49 0 08 Mar 2021
Unsupervised Motion Representation Enhanced Network for Action Recognition Xiaohang Yang Lingtong Kong Jie Yang 21 4 0 05 Mar 2021
Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks Teppei Suzuki SupR SSeg 29 2 0 05 Mar 2021
Optical Flow Estimation from a Single Motion-blurred Image Dawit Mureja Argaw Junsik Kim François Rameau Jae-Won Cho In So Kweon 45 15 0 04 Mar 2021
Motion-blurred Video Interpolation and Extrapolation Dawit Mureja Argaw Junsik Kim François Rameau In So Kweon 32 16 0 04 Mar 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 48 40 0 04 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 28 34 0 01 Mar 2021
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning Mark Hamilton Scott M. Lundberg Lei Zhang Stephanie Fu William T. Freeman FAtt 47 10 0 28 Feb 2021
ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation Yu Liu Fan Yang D. Ginhac 35 13 0 26 Feb 2021
Where to look at the movies : Analyzing visual attention to understand movie editing Alexandre Bruckert Marc Christie O. Le Meur 24 10 0 26 Feb 2021
Learning for Unconstrained Space-Time Video Super-Resolution Zhihao Shi Xiaohong Liu Chengqi Li Linhui Dai Jun Chen T. Davidson Jiying Zhao SupR 35 33 0 25 Feb 2021
Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks M. Solbach John K. Tsotsos 27 3 0 25 Feb 2021
PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation Jianzhun Shao Yuhang Jiang Gu Wang Zhigang Li Xiangyang Ji 33 29 0 24 Feb 2021
Unsupervised Medical Image Alignment with Curriculum Learning Mihail Burduja Radu Tudor Ionescu 35 12 0 20 Feb 2021
Weakly Supervised Learning of Rigid 3D Scene Flow Zan Gojcic Or Litany A. Wieser Leonidas Guibas Tolga Birdal 3DPC 122 91 0 17 Feb 2021
Estimating Nonplanar Flow from 2D Motion-blurred Widefield Microscopy Images via Deep Learning Adrian Shajkofci M. Liebling MedIm 33 0 0 14 Feb 2021
Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho TTA 27 39 0 14 Feb 2021
Normalized Convolution Upsampling for Refined Optical Flow Estimation Abdelrahman Eldesokey Michael Felsberg 30 12 0 13 Feb 2021
Frame Difference-Based Temporal Loss for Video Stylization Jianjin Xu Zheyang Xiong Xiaolin Hu 16 4 0 11 Feb 2021
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch Aojun Zhou Yukun Ma Junnan Zhu Jianbo Liu Zhijie Zhang Kun Yuan Wenxiu Sun Hongsheng Li 74 242 0 08 Feb 2021
Ivy: Templated Deep Learning for Inter-Framework Portability Daniel Lenton Fabio Pardo Fabian Falck Stephen James R. Clark OOD VLM 25 9 0 04 Feb 2021
Learning the Update Operator for 2D/3D Image Registration Srikrishna Jaganathan Jian Wang A. Borsdorf Andreas Maier MedIm 29 4 0 04 Feb 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DV MDE 27 88 0 04 Feb 2021
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS VLM 29 135 0 02 Feb 2021
OAS-Net: Occlusion Aware Sampling Network for Accurate Optical Flow Lingtong Kong Xiaohang Yang Jie Yang 3DPC 21 3 0 31 Jan 2021