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A moving target extraction algorithm based on the fusion of infrared and visible images
Qiu, Shi1; Luo, Junsong2; Yang, Song3; Zhang, Meiyang4; Zhang, Wei1
Department光学影像学习与分析中心
2019-05
Source PublicationInfrared Physics and Technology
ISSN13504495
Volume98Pages:285-291
Contribution Rank1
Abstract

According to the principle of thermal imaging, moving targets can be better located in infrared images, but their boundary is blurred, and the details of objects cannot be displayed. The details of objects in natural images can be better shown, but for the condition of shelter, shadow and etc., miss-tracking and false-tracking may easily occur. Thus, we construct a framework for moving target extraction and tracking in infrared and natural images. For infrared images: according to the rough fuzzy set theory, we propose the rough entropy model based on the traditional frame difference method. The model is fused with the infrared imaging characteristics to locate moving target regions. For natural images: a time-space fusion LBP model is proposed for target coding. The model is integrated into the GMM model to obtain moving target information. The moving regions in infrared images and natural images are fused to form a priori model, and the C-V model is improved to extract targets accurately. © 2019

DOI10.1016/j.infrared.2019.03.022
Indexed ByEI
Language英语
PublisherElsevier B.V.
EI Accession Number20191406722938
Citation statistics
Document Type期刊论文
Identifierhttp://ir.opt.ac.cn/handle/181661/31360
Collection光学影像学习与分析中心
Corresponding AuthorLuo, Junsong
Affiliation1.Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, China;
2.Chengdu University of Technology, College of Information Science & Technology, Chengdu, China;
3.High Technology Research and Development Center of the Ministry of Science and Technology, Beijing, China;
4.College of Computer and Information Science Southwest University, Chongqing; 400715, China
Recommended Citation
GB/T 7714
Qiu, Shi,Luo, Junsong,Yang, Song,et al. A moving target extraction algorithm based on the fusion of infrared and visible images[J]. Infrared Physics and Technology,2019,98:285-291.
APA Qiu, Shi,Luo, Junsong,Yang, Song,Zhang, Meiyang,&Zhang, Wei.(2019).A moving target extraction algorithm based on the fusion of infrared and visible images.Infrared Physics and Technology,98,285-291.
MLA Qiu, Shi,et al."A moving target extraction algorithm based on the fusion of infrared and visible images".Infrared Physics and Technology 98(2019):285-291.
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