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
Deep Spatial Transformation for Pose-Guided Person Image Generation and Animation Yurui Ren Ge Li Shan Liu Thomas H. Li 3DH 36 65 0 27 Aug 2020
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NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 19 48 0 26 Aug 2020
Video Frame Interpolation via Generalized Deformable Convolution Zhihao Shi Xiaohong Liu Kangdi Shi Linhui Dai Jun Chen 52 16 0 24 Aug 2020
SSGP: Sparse Spatial Guided Propagation for Robust and Generic Interpolation René Schuster Oliver Wasenmüller C. Unger D. Stricker 19 24 0 21 Aug 2020
ATG-PVD: Ticketing Parking Violations on A Drone Haoyu Wang Yuxuan Liu Huaiyang Huang Yuheng Pan Wenbin Yu ... Dianbin Lyu M. J. Bocus Ming-Yuan Liu Ioannis Pitas Rui Fan 36 5 0 21 Aug 2020
CosyPose: Consistent multi-view multi-object 6D pose estimation Yann Labbé Justin Carpentier Mathieu Aubry Josef Sivic 17 433 0 19 Aug 2020
DeepLiDARFlow: A Deep Learning Architecture For Scene Flow Estimation Using Monocular Camera and Sparse LiDAR Rishav Rishav Ramy Battrawy René Schuster Oliver Wasenmüller D. Stricker 3DPC 32 32 0 18 Aug 2020
Self-supervised Sparse to Dense Motion Segmentation Amirhossein Kardoost Kalun Ho Peter Ochs Margret Keuper VOS 14 5 0 18 Aug 2020
Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline Eslam Mohamed Mahmoud Ewaisha Mennatullah Siam Hazem Rashed S. Yogamani Waleed Hamdy Mohamed El-Dakdouky Ahmad El-Sallab 30 34 0 16 Aug 2020
AutoSimulate: (Quickly) Learning Synthetic Data Generation Harkirat Singh Behl A. G. Baydin Ran Gal Philip Torr Vibhav Vineet 21 23 0 16 Aug 2020
Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision Yuxiang Wei Ming-Yu Liu Haolin Wang Ruifeng Zhu Guosheng Hu W. Zuo CVBM 21 29 0 16 Aug 2020
End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression M. Yilmaz A. Murat Tekalp 36 14 0 11 Aug 2020
Learning Stereo Matchability in Disparity Regression Networks Jingyang Zhang Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 31 8 0 11 Aug 2020
DTVNet+: A High-Resolution Scenic Dataset for Dynamic Time-lapse Video Generation Jiangning Zhang Chaoxi Xu Yong-Jin Liu Yunliang Jiang DiffM 32 1 0 11 Aug 2020
Deep Sketch-guided Cartoon Video Inbetweening Xiaoyu Li Bo Zhang Jing Liao Pedro Sander DiffM VGen 16 2 0 10 Aug 2020
Assisting Scene Graph Generation with Self-Supervision Sandeep Inuganti V. Balasubramanian SSL 24 7 0 08 Aug 2020
PAN: Towards Fast Action Recognition via Learning Persistence of Appearance Can Zhang Yuexian Zou Guang Chen Lei Gan 15 39 0 08 Aug 2020
Leveraging Localization for Multi-camera Association Zhongang Cai Cunjun Yu Junzhe Zhang Jiawei Ren Haiyu Zhao HAI 26 1 0 07 Aug 2020
Exploring Relations in Untrimmed Videos for Self-Supervised Learning Dezhao Luo Bo Fang Yu Zhou Yucan Zhou Dayan Wu Weiping Wang 43 21 0 06 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 29 69 0 04 Aug 2020
PDE-Driven Spatiotemporal Disentanglement Jérémie Donà Jean-Yves Franceschi Sylvain Lamprier Patrick Gallinari OOD DRL 21 27 0 04 Aug 2020
Deep Visual Odometry with Adaptive Memory Fei Xue Xin Wang Junqiu Wang H. Zha 25 14 0 02 Aug 2020
Unsupervised Learning of Particle Image Velocimetry Mingrui Zhang M. Piggott SSL 14 34 0 28 Jul 2020
se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains Bowen Wen Chaitanya Mitash Baozhang Ren Kostas E. Bekris 107 127 0 27 Jul 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 41 168 0 25 Jul 2020
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds Rui Huang Wanyue Zhang Abhijit Kundu C. Pantofaru David A. Ross Thomas Funkhouser Alireza Fathi 3DPC 39 81 0 24 Jul 2020
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 139 139 0 23 Jul 2020
All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling Zhixiang Chi Rasoul Mohammadi Nasiri Zheng Liu Juwei Lu Jin Tang Konstantinos N Plataniotis 62 70 0 23 Jul 2020
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling Yuliang Zou Pan Ji Quoc-Huy Tran Jia-Bin Huang Manmohan Chandraker SSL 32 65 0 21 Jul 2020
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking Jianfeng Yan Zizhuang Wei Hongwei Yi Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DV 77 152 0 21 Jul 2020
Learnable Cost Volume Using the Cayley Representation Taihong Xiao Jinwei Yuan Deqing Sun Qifei Wang Xinyu Zhang Kehan Xu Ming-Hsuan Yang 63 12 0 21 Jul 2020
Hierarchical Contrastive Motion Learning for Video Action Recognition Xitong Yang Xiaodong Yang Sifei Liu Deqing Sun L. Davis Jan Kautz SSL 45 13 0 20 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 35 256 0 20 Jul 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho FAtt 22 128 0 20 Jul 2020
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation Tak-Wai Hui Chen Change Loy 25 67 0 18 Jul 2020
Tracking the Untrackable Fangyi Zhang 20 4 0 17 Jul 2020
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild Alexander Grabner Yaming Wang Peizhao Zhang Peihong Guo Tong Xiao Peter Vajda P. Roth Vincent Lepetit 3DH 25 11 0 17 Jul 2020
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation Jun-ho Park Keunsoo Ko Chulwoo Lee Chang-Su Kim 46 203 0 17 Jul 2020
Learning Multiplicative Interactions with Bayesian Neural Networks for Visual-Inertial Odometry Kashmira Shinde Jongseo Lee Matthias Humt Aydin Sezgin Rudolph Triebel 34 8 0 15 Jul 2020
Automated Synthetic-to-Real Generalization Wuyang Chen Zhiding Yu Zhangyang Wang Anima Anandkumar 17 68 0 14 Jul 2020
Understanding Adversarial Examples from the Mutual Influence of Images and Perturbations Chaoning Zhang Philipp Benz Tooba Imtiaz In-So Kweon SSL AAML 31 118 0 13 Jul 2020
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation Pierre Godet Alexandre Boulch A. Plyer G. L. Besnerais 29 19 0 10 Jul 2020
Patient-Specific Domain Adaptation for Fast Optical Flow Based on Teacher-Student Knowledge Transfer Sontje Ihler M. Laves T. Ortmaier OOD 14 5 0 09 Jul 2020
Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera Surveillance Qi Zhang Antoni B. Chan 28 3 0 08 Jul 2020
Single Shot Video Object Detector Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 34 41 0 07 Jul 2020
Understanding Road Layout from Videos as a Whole Buyu Liu Bingbing Zhuang S. Schulter Pan Ji Manmohan Chandraker 36 21 0 02 Jul 2020
FlowControl: Optical Flow Based Visual Servoing Max Argus Lukás Hermann Jon Long Thomas Brox 30 25 0 01 Jul 2020
OccInpFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning Kunming Luo Chuan Wang Nianjin Ye Shuaicheng Liu Jue Wang 14 18 0 30 Jun 2020
Road obstacles positional and dynamic features extraction combining object detection, stereo disparity maps and optical flow data Thiago Rateke A. V. Wangenheim 22 6 0 24 Jun 2020