FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

6 December 2016

Alexey Dosovitskiy

Thomas Brox

3DPC

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Papers citing "FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks"

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Title
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When Deep Learning Meets Digital Image Correlation S. Boukhtache K. Abdelouahab F. Berry B. Blaysat M. Grédiac F. Sur 19 87 0 02 Sep 2020
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A Short Review on Data Modelling for Vector Fields Jun Yu Li Wanrong Hong Yusheng Xiang 16 0 0 01 Sep 2020
Extracting full-field subpixel structural displacements from videos via deep learning Lele Luan Jingwei Zheng Yongchao Yang Ming L. Wang Hao Sun 15 38 0 31 Aug 2020
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Learning Global Structure Consistency for Robust Object Tracking Bi Li Chengquan Zhang Zhibin Hong Xu Tang Jingtuo Liu Junyu Han Errui Ding Wenyu Liu 22 3 0 26 Aug 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 52 207 0 26 Aug 2020
Video Frame Interpolation via Generalized Deformable Convolution Zhihao Shi Xiaohong Liu Kangdi Shi Linhui Dai Jun Chen 49 16 0 24 Aug 2020
Fast ORB-SLAM without Keypoint Descriptors Q. Fu Hongshan Yu Xiaolong Wang Zhengeng Yang Yong-xing He Hong Zhang Ajmal Mian 28 35 0 22 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
SegCodeNet: Color-Coded Segmentation Masks for Activity Detection from Wearable Cameras Asif Sushmit Partho Ghosh Md. Abrar Istiak Nayeeb Rashid Ahsan Habib Akash Taufiq Hasan 13 3 0 19 Aug 2020
Self-supervised Sparse to Dense Motion Segmentation Amirhossein Kardoost Kalun Ho Peter Ochs Margret Keuper VOS 14 4 0 18 Aug 2020
Category-Level 3D Non-Rigid Registration from Single-View RGB Images Diego Rodriguez Florian Huber Sven Behnke 13 4 0 17 Aug 2020
Video Region Annotation with Sparse Bounding Boxes Yuzheng Xu Yang Wu Nur Sabrina binti Zuraimi S. Nobuhara Ko Nishino VGen 20 2 0 17 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
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 30 14 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
IF-Net: An Illumination-invariant Feature Network Po-Heng Chen Zhaozhi Luo Zu-Kuan Huang Chun-Chung Yang Kuan-Wen Chen 3DV 9 5 0 10 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
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection Chenglizhao Chen Guotao Wang Chong Peng Dingwen Zhang Yuming Fang Hong Qin 28 83 0 07 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 24 69 0 04 Aug 2020
PillarFlow: End-to-end Birds-eye-view Flow Estimation for Autonomous Driving Kuan-Hui Lee Matthew Kliemann Adrien Gaidon Jie Li Chao Fang Sudeep Pillai Wolfram Burgard 3DPC 27 20 0 03 Aug 2020
Hindsight for Foresight: Unsupervised Structured Dynamics Models from Physical Interaction Iman Nematollahi Oier Mees Lukás Hermann Wolfram Burgard 20 15 0 02 Aug 2020
Animating Through Warping: an Efficient Method for High-Quality Facial Expression Animation Zili Yi Qiang Tang Vishnu Sanjay Ramiya Srinivasan Zhan Xu 3DH 24 12 0 01 Aug 2020
Key Frame Proposal Network for Efficient Pose Estimation in Videos Yuexi Zhang Yin Wang Mario Sznaier Octavia Camps 27 32 0 30 Jul 2020
Unsupervised Learning of Particle Image Velocimetry Mingrui Zhang M. Piggott SSL 6 34 0 28 Jul 2020
Robust Ego and Object 6-DoF Motion Estimation and Tracking Jun Zhang M. Henein Robert E. Mahony V. Ila 3DPC 22 21 0 28 Jul 2020
U2-ONet: A Two-level Nested Octave U-structure with Multiscale Attention Mechanism for Moving Instances Segmentation Chenjie Wang Chengyuan Li B. Luo 27 2 0 26 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 38 168 0 25 Jul 2020
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching V. Tankovich Christian Häne Yinda Zhang Shahram Izadi S. Fanello Sofien Bouaziz 3DV 18 229 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
Learnable Cost Volume Using the Cayley Representation Taihong Xiao Jinwei Yuan Deqing Sun Qifei Wang Xinyu Zhang Kehan Xu Ming-Hsuan Yang 57 12 0 21 Jul 2020
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation Gabriel L. Oliveira S. Yogamani Wolfram Burgard Thomas Brox SSeg 24 1 0 19 Jul 2020
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation Tianchen Wang Xiaowei Xu Jinjun Xiong Qianjun Jia Haiyun Yuan Meiping Huang Jian Zhuang Yiyu Shi 22 21 0 18 Jul 2020
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation Tak-Wai Hui Chen Change Loy 25 67 0 18 Jul 2020
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation Jun-ho Park Keunsoo Ko Chulwoo Lee Chang-Su Kim 44 203 0 17 Jul 2020
World-Consistent Video-to-Video Synthesis Arun Mallya Ting-Chun Wang Karan Sapra Xuan Li VGen 22 91 0 16 Jul 2020
Co-Attention for Conditioned Image Matching Olivia Wiles Sébastien Ehrhardt Andrew Zisserman VLM 24 13 0 16 Jul 2020
End-to-End Multi-Object Tracking with Global Response Map Xingyu Wan Jiakai Cao Sanping Zhou Jinjun Wang VOT 26 0 0 13 Jul 2020
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos Lifang Wu Zhou Yang Qi Wang Meng Jian Boxuan Zhao Junchi Yan Chang Wen Chen 29 33 0 13 Jul 2020
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching Xuhua Huang Jiarui Xu Yu-Wing Tai Chi-Keung Tang VOS 63 67 0 11 Jul 2020