信息与控制2024，Vol.53Issue(3)：287-301,15.DOI:10.13976/j.cnki.xk.2024.3238
多光谱目标检测综述
Overview of Multispectral Object Detection
摘要
Abstract
Multispectral object detection technology is an approach that utilizes information derived from diverse wavelength spectra to detect and recognize objects.This technology integrates data of dif-ferent spectras from visible light,infrared,and thermal imaging,and improves the accuracy and robustness of object detection.This technology performs excellently in low-light or other challeng-ing environments.This technology is commonly applied in fields such as night vision monitoring,meteorological observation,agriculture,and environmental monitoring.First,the definition,ac-quisition methods,and common datasets of multispectral images are explained.Second,multispec-tral object detection algorithms are categorized,and examples of relevant algorithms are given.Third,the applications of the algorithms,which center on specific application cases in pedestrian detection,agriculture,and environmental monitoring,are discussed.Finally,the future directions for multispectral object detection are explored.关键词
多光谱/目标检测/特征提取/深度学习/图像融合Key words
multispectral/object detection/feature extraction/deep learning/image fusion分类
信息技术与安全科学引用本文复制引用
王元喆,梁腾飞,曾宇乔,金一,李浥东..多光谱目标检测综述[J].信息与控制,2024,53(3):287-301,15.基金项目
国家自然科学基金项目(61972030) （61972030）
教育部-中移动基金项目(MCM20200203) （MCM20200203）
