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
Stochastic Image-to-Video Synthesis using cINNs Michael Dorkenwald Timo Milbich A. Blattmann Robin Rombach Konstantinos G. Derpanis Bjorn Ommer DiffM VGen 21 54 0 10 May 2021
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation Bing Li Cheng Zheng Silvio Giancola Guohao Li ViT 3DPC 27 44 0 10 May 2021
Video Anomaly Detection By The Duality Of Normality-Granted Optical Flow Hongyong Wang Xinjian Zhang Su Yang Weishan Zhang 3DH 28 7 0 10 May 2021
Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving Mennatullah Siam Alex Kendall Martin Jägersand 19 0 0 07 May 2021
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting Bi Yan Chao Yang F. Chen Kohei Takeda Changjun Wang 29 13 0 06 May 2021
Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark Longyin Wen Dawei Du Pengfei Zhu Q. Hu Qilong Wang Liefeng Bo Siwei Lyu 29 92 0 06 May 2021
Self-Supervised Approach for Facial Movement Based Optical Flow Muhannad Alkaddour Usman Tariq Abhinav Dhall CVBM 24 6 0 04 May 2021
Prediction of clinical tremor severity using Rank Consistent Ordinal Regression Li Zhang V. Yadav V. Koesmahargyo A. Abbas I. Galatzer-Levy 18 0 0 03 May 2021
DeepMPCVS: Deep Model Predictive Control for Visual Servoing Pushkal Katara Y. Harish Harit Pandya Abhinav Gupta Aadil Mehdi Sanchawala Gourav Kumar Brojeshwar Bhowmick K. MadhavaKrishna 29 12 0 03 May 2021
Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation Yan-Bo Lin Y. Wang 53 21 0 03 May 2021
AutoFlow: Learning a Better Training Set for Optical Flow Deqing Sun Daniel Vlasic Charles Herrmann Varun Jampani Michael Krainin Huiwen Chang Ramin Zabih William T. Freeman Ce Liu 3DPC 37 113 0 29 Apr 2021
Video Salient Object Detection via Adaptive Local-Global Refinement Yi Tang Yuanman Li G. Xing 19 7 0 29 Apr 2021
High-Resolution Optical Flow from 1D Attention and Correlation Haofei Xu Jiaolong Yang Jianfei Cai Juyong Zhang Xin Tong 81 75 0 28 Apr 2021
Multi-view Deep One-class Classification: A Systematic Exploration Siqi Wang Jiyuan Liu Guang Yu Xinwang Liu Sihang Zhou En Zhu Yuexiang Yang Jianping Yin 21 1 0 27 Apr 2021
Computer vision in automated parking systems: Design, implementation and challenges Markus Heimberger Jonathan Horgan Ciarán Hughes J. McDonald S. Yogamani 49 106 0 26 Apr 2021
Deep Video Matting via Spatio-Temporal Alignment and Aggregation Yanan Sun Guanzhi Wang Qiao Gu Chi-Keung Tang Yu-Wing Tai 17 53 0 22 Apr 2021
VM-MODNet: Vehicle Motion aware Moving Object Detection for Autonomous Driving Hazem Rashed Ahmad El-Sallab S. Yogamani 36 4 0 22 Apr 2021
Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk Elahe Arani Bahram Zonooz 26 28 0 20 Apr 2021
MGSampler: An Explainable Sampling Strategy for Video Action Recognition Yuan Zhi Zhan Tong Limin Wang Gangshan Wu TTA 19 72 0 20 Apr 2021
Comparing Correspondences: Video Prediction with Correspondence-wise Losses Daniel Geng Max Hamilton Andrew Owens 3DH 32 16 0 19 Apr 2021
Motion Vector Extrapolation for Video Object Detection J. True N. Khan 28 4 0 18 Apr 2021
OmniFlow: Human Omnidirectional Optical Flow Roman Seidel André Apitzsch G. Hirtz 3DH 13 10 0 16 Apr 2021
Adaptive Intermediate Representations for Video Understanding Juhana Kangaspunta A. Piergiovanni Rico Jonschkowski Michael S. Ryoo A. Angelova 26 3 0 14 Apr 2021
VOLDOR-SLAM: For the Times When Feature-Based or Direct Methods Are Not Good Enough Zhixiang Min Enrique Dunn 18 19 0 14 Apr 2021
VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals Zhixiang Min Yiding Yang Enrique Dunn 37 36 0 14 Apr 2021
Decoupled Spatial-Temporal Transformer for Video Inpainting R. Liu Hanming Deng Yangyi Huang Xiaoyu Shi Lewei Lu Wenxiu Sun Xiaogang Wang Jifeng Dai Hongsheng Li ViT 40 46 0 14 Apr 2021
MESD: Exploring Optical Flow Assessment on Edge of Motion Objects with Motion Edge Structure Difference Bin Liao Jinlong Hu 11 0 0 13 Apr 2021
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline Yingying Zhao Mingzhi Dong Yujiang Wang Dan Feng Q. Lv Robert P. Dick Dongsheng Li Tun Lu Ning Gu L. Shang 15 7 0 09 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 36 34 0 08 Apr 2021
Panoptic Segmentation Forecasting Colin Graber Grace Tsai Michael Firman Gabriel J. Brostow Alex Schwing 41 12 0 08 Apr 2021
Progressive Temporal Feature Alignment Network for Video Inpainting Xueyan Zou Linjie Yang Ding Liu Yong Jae Lee 19 56 0 08 Apr 2021
Warp Consistency for Unsupervised Learning of Dense Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 30 45 0 07 Apr 2021
LIFE: Lighting Invariant Flow Estimation Zhaoyang Huang Xiao Pan Runsen Xu Yan Xu Ka Chun Cheung Guofeng Zhang Hongsheng Li 25 8 0 07 Apr 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation Shihao Jiang Dylan Campbell Yao Lu Hongdong Li Richard I. Hartley 3DPC 30 291 0 06 Apr 2021
Learning Optical Flow from a Few Matches Shihao Jiang Yao Lu Hongdong Li Richard I. Hartley 27 70 0 05 Apr 2021
Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes Zhihang Zhong Yinqiang Zheng Imari Sato 19 48 0 04 Apr 2021
PDWN: Pyramid Deformable Warping Network for Video Interpolation Zhiqi Chen Ran Wang Haojie Liu Yao Wang 24 13 0 04 Apr 2021
Optical Flow Dataset Synthesis from Unpaired Images A. Wälchli Paolo Favaro 16 0 0 02 Apr 2021
FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds Haiyan Wang Jiahao Pang M. Lodhi Yingli Tian Dong Tian 3DPC 11 39 0 01 Apr 2021
DCVNet: Dilated Cost Volume Networks for Fast Optical Flow Huaizu Jiang Erik Learned-Miller 3DPC 31 5 0 31 Mar 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Learning Camera Localization via Dense Scene Matching Shitao Tang Chengzhou Tang Rui Huang Siyu Zhu P. Tan 3DV 37 39 0 31 Mar 2021
DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues Yifan Wang Linjie Luo Xiaohui Shen Xing Mei 30 0 0 30 Mar 2021
Towards Understanding Adversarial Robustness of Optical Flow Networks Simon Schrodi Tonmoy Saikia Thomas Brox AAML 39 15 0 30 Mar 2021
Head2HeadFS: Video-based Head Reenactment with Few-shot Learning M. Doukas Mohammad Rami Koujan V. Sharmanska S. Zafeiriou 3DH 21 1 0 30 Mar 2021
TransFill: Reference-guided Image Inpainting by Merging Multiple Color and Spatial Transformations Yuqian Zhou Connelly Barnes Eli Shechtman Sohrab Amirghodsi 23 67 0 29 Mar 2021
Busy-Quiet Video Disentangling for Video Classification Guoxi Huang A. Bors 28 6 0 29 Mar 2021
A Comprehensive Review of the Video-to-Text Problem Jesus Perez-Martin B. Bustos S. Guimarães I. Sipiran Jorge A. Pérez Grethel Coello Said 13 17 0 27 Mar 2021
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 57 201 0 26 Mar 2021
Super-Resolving Compressed Video in Coding Chain Dewang Hou Yangshen Zhao Yuyao Ye Jiayu Yang Jian Zhang Ronggang Wang SupR 21 3 0 26 Mar 2021