Quadruped Animal Moving Target Extraction and Background Reconstruction Algorithm | |
Zhou, Dongmei1; Qiu, Shi2; Li, Ni3,4; Li, Zhengzhou5; Huang, Yongdong6 | |
作者部门 | 光谱成像技术研究室 |
2019 | |
发表期刊 | REVISTA CIENTIFICA-FACULTAD DE CIENCIAS VETERINARIAS |
ISSN | 0798-2259 |
卷号 | 29期号:5页码:1416-1424 |
产权排序 | 2 |
摘要 | With the rapid development of computer technology, video surveillance systems are spread all over the streets, bringing convenience to people's lives. Video is also becoming more and more intelligent. Among them, the identification, tracking and extraction of moving targets are the challenges faced by intelligent monitoring systems. Based on the movement of the quadruped, this paper proposes an algorithm for the extraction and background reconstruction of the quadruped animal Firstly, the moving target of the video sequence is detected by combining the background subtraction method and the interframe difference method, and then the target tracking is performed based on the moving target feature. In the extraction of moving targets, an algorithm for animal moving target extraction based on spatiotemporal saliency is proposed, and the background reconstruction based on probability and statistics theory is used. Through the experiments of two similar quadruped animals, such as dogs and wolves, the proposed method has better anti-interference and better results in the recognition and extraction of moving targets. |
关键词 | Quadruped Animals Target Recognition and Extraction Space-Time Significance Background Reconstruction |
收录类别 | SCI |
语种 | 英语 |
WOS记录号 | WOS:000486984300038 |
出版者 | UNIV ZULIA, FACULTAD CIENCIAS VETERINARIAS |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/31884 |
专题 | 光谱成像技术研究室 |
通讯作者 | Qiu, Shi |
作者单位 | 1.Chengdu Univ Technol, Coll Informat Sci & Technol, Chengdu 610059, Sichuan, Peoples R China 2.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China 3.Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100083, Peoples R China 4.Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100083, Peoples R China 5.Chongqing Univ, Coll Commun Engn, Chongqing 400044, Peoples R China 6.North Minzu Univ, Inst Image Proc & Understanding, Yinchuan 750021, Peoples R China |
推荐引用方式 GB/T 7714 | Zhou, Dongmei,Qiu, Shi,Li, Ni,et al. Quadruped Animal Moving Target Extraction and Background Reconstruction Algorithm[J]. REVISTA CIENTIFICA-FACULTAD DE CIENCIAS VETERINARIAS,2019,29(5):1416-1424. |
APA | Zhou, Dongmei,Qiu, Shi,Li, Ni,Li, Zhengzhou,&Huang, Yongdong.(2019).Quadruped Animal Moving Target Extraction and Background Reconstruction Algorithm.REVISTA CIENTIFICA-FACULTAD DE CIENCIAS VETERINARIAS,29(5),1416-1424. |
MLA | Zhou, Dongmei,et al."Quadruped Animal Moving Target Extraction and Background Reconstruction Algorithm".REVISTA CIENTIFICA-FACULTAD DE CIENCIAS VETERINARIAS 29.5(2019):1416-1424. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Quadruped Animal Mov(720KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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