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
Lightweight Event-based Optical Flow Estimation via Iterative Deblurring Yilun Wu Federico Paredes-Valles Guido de Croon 21 19 0 24 Nov 2022
Data-driven Feature Tracking for Event Cameras Nico Messikommer Carter Fang Mathias Gehrig Davide Scaramuzza 17 42 0 23 Nov 2022
Dynamic Appearance: A Video Representation for Action Recognition with Joint Training Guoxi Huang A. Bors 27 1 0 23 Nov 2022
A Graph-Based Method for Soccer Action Spotting Using Unsupervised Player Classification Alejandro Cartas C. Ballester G. Haro 35 8 0 22 Nov 2022
Vision-based localization methods under GPS-denied conditions Zihao Lu Fei Liu Xianke Lin 19 5 0 22 Nov 2022
Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach HaiLong Gong Zirui Li Chao Lu Guodong Du Jianwei Gong 36 0 0 18 Nov 2022
Learning Dense and Continuous Optical Flow from an Event Camera Zhexiong Wan Yuchao Dai Yuxin Mao 26 56 0 16 Nov 2022
Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse Wolfgang Stammer Thomas Rothenbacher Dwarak Vittal Kristian Kersting OCL 37 20 0 16 Nov 2022
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping Andrea Ciamarra Federico Becattini Lorenzo Seidenari A. Bimbo 19 5 0 15 Nov 2022
MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation Lingtong Kong J. Yang 32 26 0 11 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 31 193 0 10 Nov 2022
TAP-Vid: A Benchmark for Tracking Any Point in a Video Carl Doersch Ankush Gupta L. Markeeva Adrià Recasens Lucas Smaira Y. Aytar João Carreira Andrew Zisserman Yezhou Yang 35 153 0 07 Nov 2022
A Unified Pyramid Recurrent Network for Video Frame Interpolation Xin Jin Longhai Wu Jie Chen Youxin Chen Jayoon Koo Cheul-hee Hahm 33 35 0 07 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 33 5 0 04 Nov 2022
Deep Virtual-to-Real Distillation for Pedestrian Crossing Prediction Jie Bai Xing Fang Jianwu Fang Jianru Xue Changwei Yuan 18 6 0 02 Nov 2022
Detection of (Hidden) Emotions from Videos using Muscles Movements and Face Manifold Embedding Juni Kim Zhi-Ling Dong E. Guan Judah Rosenthal Shi-yu Fu M. Rafailovich Pawel Polak CVBM 11 0 0 01 Nov 2022
Bootstrapping Human Optical Flow and Pose Aritro Roy Arko James J. Little K. M. Yi 3DH 22 2 0 27 Oct 2022
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation Zhiqi Zhang Nitin Bansal Changjiang Cai Pan Ji Qingan Yan Xiangyu Xu Yi Tian Xu 38 5 0 25 Oct 2022
Self-supervised Amodal Video Object Segmentation Jian Yao Yuxin Hong Chiyu Wang Tianjun Xiao Tong He Francesco Locatello David Wipf Yanwei Fu Zheng-Wei Zhang VOS 27 13 0 23 Oct 2022
Attacking Motion Estimation with Adversarial Snow Jenny Schmalfuss Lukas Mehl Andrés Bruhn AAML 23 9 0 20 Oct 2022
Video super-resolution for single-photon LIDAR Germán Mora-Martín S. Scholes Alice Ruget R. K. Henderson Jonathan Leach I. Gyongy 25 7 0 19 Oct 2022
PSNet: Parallel Symmetric Network for Video Salient Object Detection Runmin Cong Weiyu Song Jianjun Lei Guanghui Yue Yao-Min Zhao Sam Kwong 21 24 0 12 Oct 2022
Motion Aware Self-Supervision for Generic Event Boundary Detection Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 31 2 0 11 Oct 2022
Self-Aligned Concave Curve: Illumination Enhancement for Unsupervised Adaptation Wenjing Wang Zheng Xu Haofeng Huang Jiaying Liu 32 17 0 07 Oct 2022
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence Sung‐Jin Hong Jisu Nam Seokju Cho Susung Hong Sangryul Jeon Dongbo Min Seung Wook Kim 3DV 11 16 0 06 Oct 2022
Alignment-guided Temporal Attention for Video Action Recognition Yizhou Zhao Zhenyang Li Xun Guo Yan Lu 20 14 0 30 Sep 2022
Physical Adversarial Attack meets Computer Vision: A Decade Survey Hui Wei Hao Tang Xuemei Jia Zhixiang Wang Han-Bing Yu Zhubo Li Shiníchi Satoh Luc Van Gool Zheng Wang AAML 29 43 0 30 Sep 2022
RALACs: Action Recognition in Autonomous Vehicles using Interaction Encoding and Optical Flow Eddy Zhou Alex Zhuang Alikasim Budhwani Owen Leather Rowan Dempster Quanquan Li Mohammad K. Al-Sharman Derek Rayside W. Melek 29 0 0 28 Sep 2022
Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv Zhen Cui Biao Wang Jian Yang 15 3 0 27 Sep 2022
DRAMA: Joint Risk Localization and Captioning in Driving Srikanth Malla Chiho Choi Isht Dwivedi Joonhyang Choi Jiachen Li 107 87 0 22 Sep 2022
Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation Yu-Ying Yeh Koki Nagano S. Khamis Jan Kautz Xuan Li Ting-Chun Wang 3DH 27 59 0 21 Sep 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 74 20 0 19 Sep 2022
EMA-VIO: Deep Visual-Inertial Odometry with External Memory Attention Zheming Tu Changhao Chen Xianfei Pan Ruochen Liu Jiarui Cui Jun Mao 53 16 0 18 Sep 2022
Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition D. Kothandaraman Ming-Shun Lin Tianyi Zhou 25 6 0 15 Sep 2022
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter Rik J. Bouwmeester Federico Paredes-Valles Guido de Croon 11 17 0 14 Sep 2022
INV-Flow2PoseNet: Light-Resistant Rigid Object Pose from Optical Flow of RGB-D Images using Images, Normals and Vertices Torben Fetzer Gerd Reis D. Stricker 3DH 15 0 0 14 Sep 2022
A Benchmark and a Baseline for Robust Multi-view Depth Estimation Philipp Schroppel J. Bechtold Artemij Amiranashvili Thomas Brox 3DV 21 18 0 13 Sep 2022
Sparsity-guided Network Design for Frame Interpolation Tian Ding Luming Liang Zhihui Zhu Tianyi Chen Ilya Zharkov 36 6 0 09 Sep 2022
REMOT: A Region-to-Whole Framework for Realistic Human Motion Transfer Quanwei Yang Xinchen Liu Wu Liu Hongtao Xie Xiaoyan Gu Lingyun Yu Yongdong Zhang DiffM 32 2 0 01 Sep 2022
Delving into the Frequency: Temporally Consistent Human Motion Transfer in the Fourier Space Guang Yang Wu Liu Xinchen Liu Xiaoyan Gu Juan Cao Jintao Li 28 5 0 01 Sep 2022
A Portable Multiscopic Camera for Novel View and Time Synthesis in Dynamic Scenes Tianjiao Zhang Yuen-Fui Lau Qifeng Chen 35 4 0 30 Aug 2022
ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer Hongkai Chen Zixin Luo Lei Zhou Yurun Tian Mingmin Zhen Tian Fang David McKinnon Yanghai Tsin Long Quan 38 165 0 30 Aug 2022
Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions Abdulrahman Kerim W. Ramos Leandro Soriano Marcolino Erickson R. Nascimento Richard M. Jiang 20 1 0 26 Aug 2022
Cross-Camera Deep Colorization Yaping Zhao Haitian Zheng Mengqi Ji Ruqi Huang 42 6 0 26 Aug 2022
A Compacted Structure for Cross-domain learning on Monocular Depth and Flow Estimation Yu Chen Xuechun Cao Xiaoyi Lin Baoru Huang Xiao-Yun Zhou Jian-Qing Zheng Guangzhong Yang MDE 27 1 0 25 Aug 2022
Depth Map Decomposition for Monocular Depth Estimation Jinyoung Jun Jae-Han Lee Chulwoo Lee Chang-Su Kim MDE 39 22 0 23 Aug 2022
Towards Autonomous Atlas-based Ultrasound Acquisitions in Presence of Articulated Motion Zhongliang Jiang Yuan Gao Le Xie Nassir Navab 29 26 0 10 Aug 2022
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation Keshav Bhandari Bin Duan Gaowen Liu Hugo Latapie Ziliang Zong Yan Yan MDE 33 2 0 07 Aug 2022
H2-Stereo: High-Speed, High-Resolution Stereoscopic Video System Ming Cheng Yiling Xu Wang Shen M. Salman Asif Chao Ma Jun Sun Zhan Ma 25 3 0 04 Aug 2022
Unsupervised Flow Refinement near Motion Boundaries Shuzhi Yu Hannah Kim Shuai Yuan Carlo Tomasi 19 5 0 03 Aug 2022