| A moving target extraction algorithm based on the fusion of infrared and visible images | |
Qiu, Shi1 ; Luo, Junsong2; Yang, Song3; Zhang, Meiyang4; Zhang, Wei1
| |
| 作者部门 | 光谱成像技术研究室 |
| 2019-05 | |
| 发表期刊 | Infrared Physics and Technology
 |
| ISSN | 13504495 |
| 卷号 | 98页码:285-291 |
| 产权排序 | 1 |
| 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 |
| 关键词 | Infrared images Visible images Moving target |
| DOI | 10.1016/j.infrared.2019.03.022 |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000471361000035 |
| 出版者 | Elsevier B.V. |
| EI入藏号 | 20191406722938 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/31360 |
| 专题 | 光谱成像技术研究室 |
| 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. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| A moving target extr（1746KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。
修改评论