Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation

10 September 2021

Papers citing "Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation"

23 / 23 papers shown

Title
V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel Simulation Hanyue Lou Jinxiu Liang Minggui Teng Yi Wang Boxin Shi VGen 68 0 0 22 May 2025
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation Hongze Sun Jun Wang Wuque Cai Duo Chen Qianqian Liao Jiayi He Yan Cui D. Yao Daqing Guo 148 0 0 13 Mar 2025
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events Yijin Li Yichen Shen Zhaoyang Huang Shuo Chen Weikang Bian ... Keqiang Sun Hujun Bao Zhaopeng Cui Guofeng Zhang Hongsheng Li 3DPC 87 5 0 27 Oct 2024
CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation Hengli Wang Rui Fan Ming-Yuan Liu 60 15 0 04 Nov 2020
Optical Flow based Visual Potential Field for Autonomous Driving L. Capito Keith A. Redmill Ü. Özgüner 34 26 0 30 May 2020
Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation Lu Liu Jiangning Zhang Ruifei He Yong Liu Yabiao Wang Ying Tai Donghao Luo Chengjie Wang Jilin Li Feiyue Huang 73 177 0 29 Mar 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 230 2,623 0 26 Mar 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 120 166 0 14 Mar 2020
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 75 273 0 10 Apr 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 84 527 0 19 Dec 2018
A Fusion Approach for Multi-Frame Optical Flow Estimation Zhile Ren Orazio Gallo Deqing Sun Ming-Hsuan Yang Erik B. Sudderth Jan Kautz 47 87 0 23 Oct 2018
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception Federico Paredes-Valles Kirk Y. W. Scheper Guido C. H. E de Croon 45 156 0 28 Jul 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis 66 442 0 19 Feb 2018
The Multi Vehicle Stereo Event Camera Dataset: An Event Camera Dataset for 3D Perception A. Z. Zhu Dinesh Thakur Tolga Özaslan Bernd Pfrommer Vijay Kumar Kostas Daniilidis 3DV 3DPC 55 469 0 30 Jan 2018
Spiking Optical Flow for Event-based Sensors Using IBM's TrueNorth Neurosynaptic System G. Haessig A. Cassidy Rodrigo Alvarez R. Benosman Garrick Orchard 37 79 0 26 Oct 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 251 2,444 0 07 Sep 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,079 0 06 Dec 2016
Steering a Predator Robot using a Mixed Frame/Event-Driven Convolutional Neural Network Diederik Paul Moeys Federico Corradi E. Kerr P. Vance Gautham P. Das Daniel Neil D. Kerr T. Delbruck 64 116 0 30 Jun 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,031 0 22 Mar 2016
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas L. Yao C. Pal Aaron Courville MDE 88 701 0 19 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 308 4,177 0 26 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014