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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GPRAR: Graph Convolutional Network based Pose Reconstruction and Action Recognition for Human Trajectory Prediction Manh Huynh G. Alaghband 3DH 21 2 0 25 Mar 2021
Efficient Regional Memory Network for Video Object Segmentation Haozhe Xie H. Yao Shangchen Zhou Shengping Zhang Wenxiu Sun VOS 37 138 0 24 Mar 2021
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling Hongying Liu Peng Zhao Zhubo Ruan Fanhua Shang Yuanyuan Liu SupR 26 24 0 22 Mar 2021
UAV Images Dataset for Moving Object Detection from Moving Cameras Ibrahim Delibasoglu 6 11 0 21 Mar 2021
A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi Yasin Yılmaz 35 18 0 21 Mar 2021
Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam Alex Kendall Martin Jägersand VOS VLM 28 20 0 19 Mar 2021
There and Back Again: Self-supervised Multispectral Correspondence Estimation Celyn Walters Oscar Alejandro Mendez Maldonado Mark Johnson Richard Bowden SSL 41 7 0 19 Mar 2021
CDFI: Compression-Driven Network Design for Frame Interpolation Tianyu Ding Luming Liang Zhihui Zhu Ilya Zharkov 27 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
Prediction-assistant Frame Super-Resolution for Video Streaming Wang Shen Wenbo Bao Guangtao Zhai Can Wang Jerry W. Hu Zhiyong Gao SupR 29 3 0 17 Mar 2021
GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video Shih-Po Lee Sihan Chen Wen-Hsiao Peng VOS 17 18 0 16 Mar 2021
Learning Long-Term Style-Preserving Blind Video Temporal Consistency Hugo Thimonier J. Despois Robin Kips M. Perrot 34 10 0 12 Mar 2021
ACTION-Net: Multipath Excitation for Action Recognition Zhengwei Wang Qi She A. Smolic 3DPC 39 165 0 11 Mar 2021
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation Lingtong Kong Chunhua Shen Jie Yang 22 49 0 08 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 24 72 0 07 Mar 2021
ES-Net: An Efficient Stereo Matching Network Zhengyu Huang Theodore Norris Panqu Wang 3DPC 3DV 26 4 0 05 Mar 2021
Fast Interactive Video Object Segmentation with Graph Neural Networks Viktor Varga András Lőrincz VOS 23 11 0 05 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 26 2 0 05 Mar 2021
Point Cloud based Hierarchical Deep Odometry Estimation F. Nowruzi Dhanvin Kolhatkar Prince Kapoor R. Laganière BDL 3DPC 19 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 39 15 0 04 Mar 2021
Motion-blurred Video Interpolation and Extrapolation Dawit Mureja Argaw Junsik Kim François Rameau In So Kweon 26 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 36 40 0 04 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 23 34 0 01 Mar 2021
Predicting post-operative right ventricular failure using video-based deep learning R. Shad Nicolas Quach R. Fong P. Kasinpila C. Bowles ... Y. Woo J. Teuteberg John P. Cunningham C. Langlotz W. Hiesinger 22 40 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 32 13 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
STEP: Segmenting and Tracking Every Pixel Mark Weber Jun Xie Maxwell D. Collins Yukun Zhu P. Voigtlaender ... Bastian Leibe Daniel Cremers Aljosa Osep Laura Leal-Taixé Liang-Chieh Chen VOS 27 75 0 23 Feb 2021
Weakly Supervised Learning of Rigid 3D Scene Flow Zan Gojcic Or Litany A. Wieser Leonidas J. Guibas Tolga Birdal 3DPC 122 91 0 17 Feb 2021
Temporal Memory Attention for Video Semantic Segmentation Hao Wang Weining Wang Jing Liu VOS 36 66 0 17 Feb 2021
Capturing Detailed Deformations of Moving Human Bodies He Chen Hyojoon Park Kutay Macit L. Kavan 3DH 34 21 0 15 Feb 2021
Normalized Convolution Upsampling for Refined Optical Flow Estimation Abdelrahman Eldesokey M. 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
Deep Online Fused Video Stabilization Zhenmei Shi Fuhao Shi Wei-Sheng Lai Chia-Kai Liang Yingyu Liang 23 24 0 02 Feb 2021
OAS-Net: Occlusion Aware Sampling Network for Accurate Optical Flow Lingtong Kong Xiaohang Yang Jie Yang 3DPC 16 2 0 31 Jan 2021
Neural Particle Image Velocimetry N. Stulov Michael Chertkov 23 7 0 28 Jan 2021
Exploitation of Image Statistics with Sparse Coding in the Case of Stereo Vision Gerrit A. Ecke Harald M Papp H. Mallot 15 7 0 24 Jan 2021
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow Sergiu Mocanu A. Moody A. Khademi MedIm 17 13 0 24 Jan 2021
Temporal Spatial-Adaptive Interpolation with Deformable Refinement for Electron Microscopic Images Zejin Wang Guodong Sun Lina Zhang Guoqing Li Hua Han 24 1 0 17 Jan 2021
Optical Flow Estimation via Motion Feature Recovery Yang Jiao Guangming Shi T. Tran 19 4 0 16 Jan 2021
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders I. Sledge Matthew S. Emigh Jonathan L. King Denton L. Woods J. T. Cobb José C. Príncipe 27 17 0 10 Jan 2021
Local Memory Attention for Fast Video Semantic Segmentation M. Paul Martin Danelljan Luc Van Gool Radu Timofte VOS 16 32 0 05 Jan 2021
Learning Accurate Dense Correspondences and When to Trust Them Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 3DH 3DPC 79 129 0 05 Jan 2021
Dialogue Response Selection with Hierarchical Curriculum Learning Yixuan Su Deng Cai Qingyu Zhou Zibo Lin Simon Baker Yunbo Cao Shuming Shi Nigel Collier Yan Wang 18 47 0 29 Dec 2020
ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on Gaurav Kuppa Andrew Jong Vera Liu Ziwei Liu Teng-Sheng Moh CVBM 19 19 0 18 Dec 2020
PointINet: Point Cloud Frame Interpolation Network Fan Lu Guang Chen Sanqing Qu Zhijun Li Yinlong Liu Alois C. Knoll 3DPC 53 26 0 18 Dec 2020
Learning to Recover 3D Scene Shape from a Single Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Long Mai Simon Chen Chunhua Shen MDE 26 231 0 17 Dec 2020
C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion Transfer Dongxu Wei Xiaowei Xu Haibin Shen Kejie Huang 29 20 0 16 Dec 2020
FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation Tarun Kalluri Deepak Pathak Manmohan Chandraker Du Tran VGen 30 143 0 15 Dec 2020
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos Emanuela Haller A. Florea Marius Leordeanu VOS 33 8 0 13 Dec 2020