Secrets of Event-Based Optical Flow

Secrets of Event-Based Optical Flow

20 July 2022

Guillermo Gallego

Papers citing "Secrets of Event-Based Optical Flow"

17 / 67 papers shown

Title
EV-MGRFlowNet: Motion-Guided Recurrent Network for Unsupervised Event-based Optical Flow with Hybrid Motion-Compensation Loss Zhuang Hao Xinjie Huang Kuanxu Hou Delei Kong Chenming Hu Zheng Fang 11 10 0 13 May 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 19 7 0 28 Apr 2023
Density Invariant Contrast Maximization for Neuromorphic Earth Observations Sami Arja Alexandre Marcireau R. L. Balthazor M. McHarg Saeed Afshar Gregory Cohen 20 3 0 27 Apr 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 33 27 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 68 27 0 14 Mar 2023
Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow Federico Paredes-Valles Kirk Y. W. Scheper C. De Wagter Guido de Croon 13 23 0 09 Mar 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 32 79 0 17 Feb 2023
Optical flow estimation from event-based cameras and spiking neural networks Javier Cuadrado Ulysse Rançon Benoit R. Cottereau Francisco Barranco T. Masquelier 3DPC 22 37 0 13 Feb 2023
Fast Event-based Optical Flow Estimation by Triplet Matching Shintaro Shiba Y. Aoki Guillermo Gallego 8 14 0 23 Dec 2022
A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework Shintaro Shiba Y. Aoki Guillermo Gallego 25 16 0 14 Dec 2022
Lightweight Event-based Optical Flow Estimation via Iterative Deblurring Yilun Wu Federico Paredes-Valles Guido de Croon 16 18 0 24 Nov 2022
Event-based Stereo Depth Estimation from Ego-motion using Ray Density Fusion Suman Ghosh Guillermo Gallego MDE 11 2 0 17 Oct 2022
Multi-Event-Camera Depth Estimation and Outlier Rejection by Refocused Events Fusion Suman Ghosh Guillermo Gallego MDE 11 31 0 21 Jul 2022
Event Collapse in Contrast Maximization Frameworks Shintaro Shiba Y. Aoki Guillermo Gallego 6 36 0 08 Jul 2022
Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow Ze-Feng Zhang A. Yezzi Guillermo Gallego 3DV 8 32 0 12 Dec 2021
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 81 160 0 14 Mar 2020
The Event-Camera Dataset and Simulator: Event-based Data for Pose Estimation, Visual Odometry, and SLAM Elias Mueggler Henri Rebecq Guillermo Gallego T. Delbruck Davide Scaramuzza VGen 25 590 0 26 Oct 2016