Moving target extraction and background reconstruction algorithm | |
Qiu, Shi1![]() | |
作者部门 | 光谱成像技术研究室 |
2020 | |
发表期刊 | Journal of Ambient Intelligence and Humanized Computing
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ISSN | 18685137;18685145 |
产权排序 | 1 |
摘要 | It is difficult for the computer to distinguish the target from the background due to the long-time static of the target after moving. A new moving target detection and background reconstruction algorithm is proposed and is applied into the RGB video for the first time. Firstly, the proposed algorithm builds a model from the time dimension to extract the changed region. Then, it combines with the space dimension information to completely extract the moving target. The spatiotemporal correlation model is established to realize the construction of pure background. The experimental results show that the proposed algorithm can effectively reconstruct the background and the recognition rate of moving target is high. © 2020, Springer-Verlag GmbH Germany, part of Springer Nature. |
关键词 | Moving target extraction Background reconstruction RGB Time dimension Space dimension |
DOI | 10.1007/s12652-020-02619-2 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS记录号 | WOS:000582098500001 |
出版者 | Springer Science and Business Media Deutschland GmbH |
EI入藏号 | 20204409411023 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/93772 |
专题 | 光谱成像技术研究室 |
通讯作者 | Li, Xuemei |
作者单位 | 1.Key Laboratory of Spectral Imaging Technology CAS, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an, China; 2.Shanghai Jiao Tong University, Shang hai, China |
推荐引用方式 GB/T 7714 | Qiu, Shi,Li, Xuemei. Moving target extraction and background reconstruction algorithm[J]. Journal of Ambient Intelligence and Humanized Computing,2020. |
APA | Qiu, Shi,&Li, Xuemei.(2020).Moving target extraction and background reconstruction algorithm.Journal of Ambient Intelligence and Humanized Computing. |
MLA | Qiu, Shi,et al."Moving target extraction and background reconstruction algorithm".Journal of Ambient Intelligence and Humanized Computing (2020). |
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Moving target extrac(1926KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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