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Quadruped Animal Moving Target Extraction and Background Reconstruction Algorithm
Zhou, Dongmei1; Qiu, Shi2; Li, Ni3,4; Li, Zhengzhou5; Huang, Yongdong6
Department光学影像学习与分析中心
2019
Source PublicationREVISTA CIENTIFICA-FACULTAD DE CIENCIAS VETERINARIAS
ISSN0798-2259
Volume29Issue:5Pages:1416-1424
Contribution Rank2
Abstract

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.

KeywordQuadruped Animals Target Recognition and Extraction Space-Time Significance Background Reconstruction
Indexed BySCI
Language英语
WOS IDWOS:000486984300038
PublisherUNIV ZULIA, FACULTAD CIENCIAS VETERINARIAS
Citation statistics
Document Type期刊论文
Identifierhttp://ir.opt.ac.cn/handle/181661/31884
Collection光学影像学习与分析中心
Corresponding AuthorQiu, Shi
Affiliation1.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
Recommended Citation
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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