计算机工程与应用2024,Vol.60Issue(13):23-35,13.DOI:10.3778/j.issn.1002-8331.2312-0322
基于事件相机的目标检测算法研究
Review of Object Detection Based on Event Cameras
摘要
Abstract
Event cameras are imaging methods that mimic biological retinas,with high dynamics,low latency,high tem-poral resolution and low power consumption.It breaks through the dilemma that traditional cameras are difficult to cap-ture objects and target recognition under high dynamic range,and the characteristics of event cameras are of experimental significance for studying the object detection problem based on event cameras.This paper first briefly describes the status,development process,advantages and challenges of event cameras,then introduces the working principle of various types of event cameras and some object detection algorithms based on event cameras,and finally explains the challenges and future trends of object detection algorithms based on event cameras,and summarizes the article.关键词
事件相机/目标检测/神经网络Key words
event cameras/object detection/neural networks分类
信息技术与安全科学引用本文复制引用
张亚丽,田启川,唐超林..基于事件相机的目标检测算法研究[J].计算机工程与应用,2024,60(13):23-35,13.基金项目
北京建筑大学2023年度研究生创新项目(07081023002). (07081023002)