A pedestrian extraction algorithm based on single infrared image

doi:10.1016/j.infrared.2020.103236

OPT OpenIR > 光谱成像技术研究室

	A pedestrian extraction algorithm based on single infrared image
	Zhou, Dongmei 1; Qiu, Shi2 ; Song, Yang 3; Xia, Kaijian 4
作者部门	光谱成像技术研究室
	2020-03
发表期刊	Infrared Physics and Technology
ISSN	13504495
卷号	105
产权排序	2
摘要	Infrared image can show the state of objects at night, which is an important way to obtain the information of objects at night. To solve the extraction of pedestrians completely from single infrared image, we analyze the features of infrared image and propose a pedestrian extraction algorithm based on single infrared image. Firstly, neighborhood and multi-projection models are constructed to locate suspected pedestrian areas. Then, the head in the infrared imaging centripetally is used to build the template. Finally, the weighted fusion of global template and head template is used to extract pedestrians. Experiments show that the algorithm proposed in this paper can extract pedestrians in various motion modes under complex conditions, and has strong robustness. © 2020 Elsevier B.V.
关键词	Infrared image Single frame Pedestrian Extraction Head
DOI	10.1016/j.infrared.2020.103236
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:000526110800080
出版者	Elsevier B.V.
EI入藏号	20200908240268
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.opt.ac.cn/handle/181661/93276
专题	光谱成像技术研究室
通讯作者	Qiu, Shi
作者单位	1.Chengdu University of Technology, College of Information Science & Technology, China; 2.Key Laboratory of Spectral Imaging Technology CAS, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China; 3.High Technology Research and Development Center of the Ministry of Science and Technology, Beijing, China; 4.Changshu No.1 People' Hospital, Jiangsu, China
推荐引用方式 GB/T 7714	Zhou, Dongmei,Qiu, Shi,Song, Yang,et al. A pedestrian extraction algorithm based on single infrared image[J]. Infrared Physics and Technology,2020,105.
APA	Zhou, Dongmei,Qiu, Shi,Song, Yang,&Xia, Kaijian.(2020).A pedestrian extraction algorithm based on single infrared image.Infrared Physics and Technology,105.
MLA	Zhou, Dongmei,et al."A pedestrian extraction algorithm based on single infrared image".Infrared Physics and Technology 105(2020).

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文件名称/大小	文献类型	版本类型	开放类型	使用许可
A pedestrian extract（2028KB）	期刊论文	出版稿	限制开放	CC BY-NC-SA	请求全文