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Moving target extraction and background reconstruction algorithm
Qiu, Shi1; Li, Xuemei2
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
ISSN18685137;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
DOI10.1007/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
被引频次:4[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/181661/93772
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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