中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A moving target extraction algorithm based on the fusion of infrared and visible images

文献类型:期刊论文

作者Qiu, Shi1; Luo, Junsong2; Yang, Song3; Zhang, Meiyang4; Zhang, Wei1
刊名Infrared Physics and Technology
出版日期2019-05
卷号98页码:285-291
ISSN号13504495
关键词Infrared images Visible images Moving target
DOI10.1016/j.infrared.2019.03.022
产权排序1
英文摘要

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

语种英语
出版者Elsevier B.V.
WOS记录号WOS:000471361000035
源URL[http://ir.opt.ac.cn/handle/181661/31360]  
专题西安光学精密机械研究所_光学影像学习与分析中心
通讯作者Luo, Junsong
作者单位1.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
推荐引用方式
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.

入库方式: OAI收割

来源:西安光学精密机械研究所

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