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Lightweight Event-based Optical Flow Estimation via Iterative Deblurring

24 November 2022

Yilun Wu

Federico Paredes-Valles

Guido de Croon

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Papers citing "Lightweight Event-based Optical Flow Estimation via Iterative Deblurring"

29 / 29 papers shown

Title
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey Haoyang Wang Ruishan Guo Pengtao Ma Ciyu Ruan Xinyu Luo Wenhua Ding Tianyang Zhong Jingao Xu Yunhao Liu Xinlei Chen 89 0 0 29 Mar 2025
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 108 2 0 14 May 2024
Towards Anytime Optical Flow Estimation with Event Cameras Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 89 7 0 11 Jul 2023
TMA: Temporal Motion Aggregation for Event-based Optical Flow Haotian Liu Guang Chen Sanqing Qu Yanping Zhang Zhijun Li Alois C. Knoll Changjun Jiang 75 29 0 21 Mar 2023
BlinkFlow: A Dataset to Push the Limits of Event-based Optical Flow Estimation Yijin Li Zhaoyang Huang Shuo Chen Xiaoyu Shi Hongsheng Li Hujun Bao Zhaopeng Cui Guofeng Zhang 121 30 0 14 Mar 2023
Secrets of Event-Based Optical Flow Shintaro Shiba Y. Aoki Guillermo Gallego 3DPC 91 99 0 20 Jul 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 90 286 0 30 Mar 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 122 364 0 26 Nov 2021
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation Ziluo Ding Rui Zhao Jiyuan Zhang Tianxiao Gao Ruiqin Xiong Zhaofei Yu Tiejun Huang 3DPC 59 60 0 10 Sep 2021
E-RAFT: Dense Optical Flow from Event Cameras Mathias Gehrig Mario Millhäusler Daniel Gehrig Davide Scaramuzza 65 152 0 24 Aug 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks J. Hagenaars Federico Paredes-Valles Guido de Croon 65 139 0 03 Jun 2021
High-Resolution Optical Flow from 1D Attention and Correlation Haofei Xu Jiaolong Yang Jianfei Cai Juyong Zhang Xin Tong 121 77 0 28 Apr 2021
Learning to Estimate Hidden Motions with Global Motion Aggregation Shihao Jiang Dylan Campbell Yao Lu Hongdong Li Leonid Sigal 3DPC 129 297 0 06 Apr 2021
Learning Optical Flow from a Few Matches Shihao Jiang Yao Lu Hongdong Li Leonid Sigal 84 71 0 05 Apr 2021
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles Guido de Croon 82 151 0 17 Sep 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 249 2,644 0 26 Mar 2020
Deep Video Super-Resolution using HR Optical Flow Estimation Longguang Wang Yulan Guo Li Liu Zaiping Lin Xinpu Deng W. An SupR 72 138 0 06 Jan 2020
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 92 213 0 06 Dec 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 84 273 0 10 Apr 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 90 537 0 19 Dec 2018
A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation Guillermo Gallego Henri Rebecq Davide Scaramuzza 69 332 0 04 Apr 2018
Devon: Deformable Volume Network for Learning Optical Flow Yao Lu Jack Valmadre Heng Wang Arno Solin Mehrtash Harandi Philip Torr 3DPC 58 30 0 20 Feb 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 61 470 0 30 Jan 2018
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Huaizu Jiang Deqing Sun Varun Jampani Ming-Hsuan Yang Erik Learned-Miller Jan Kautz 120 788 0 30 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 269 2,448 0 07 Sep 2017
VINS-Mono: A Robust and Versatile Monocular Visual-Inertial State Estimator Tong Qin Peiliang Li Shaojie Shen 64 3,355 0 13 Aug 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 259 3,081 0 06 Dec 2016
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 316 4,180 0 26 Apr 2015