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The Motion Planets Detection and Tracking Algorithm Based on Gestalt Principle
Qiu Shi1; Tang Ying2; Zhang Wenbo3; Feng Jun4; Zhang Fuchun5; Li Chen6
作者部门光学影像学习与分析中心
2018-07
发表期刊CHINESE JOURNAL OF ELECTRONICS
ISSN1022-4653
卷号27期号:4页码:808-812
产权排序1
摘要

The moving planets have a few of pixels which can lead to lacking enough image characteristics when tracking them. So we propose the motion planets detection and tracking algorithm based on gestalt principle. We structure Gaussian mixture model to detect the motion area from the visual cognition perspective, and use astronomy images graphics characteristics to confirm the planet position. Then we propose space-time fusion model for tracking planet. All the experiments use 1000 16-bit-frame images of wide view CCD camera which contain 5684 motion planets in total. The results show that our algorithm reaches an accuracy of 94% and has robustness.

关键词The Moving Planets Gestalt Principle Tracking
DOI10.1049/cje.2017.11.006
收录类别SCIE
语种英语
WOS研究方向Engineering
WOS记录号WOS:000439399000019
出版者TECHNOLOGY EXCHANGE LIMITED HONG KONG
引用统计
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/30523
专题光学影像学习与分析中心
通讯作者Qiu Shi
作者单位1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China
2.Chengdu Univ Technol, Coll Informat Sci & Technol, Chengdu 610059, Sichuan, Peoples R China
3.Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China
4.Northwestern Univ, Sch Informat Sci & Technol Engn, Xian 710127, Shaanxi, Peoples R China
5.Aviat Univ Air Force, Dept Aviat Theory, Changchun 130022, Jilin, Peoples R China
6.Chinese Acad Sci, Inst Deep Sea Sci & Engn, Sanya 572000, Peoples R China
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GB/T 7714
Qiu Shi,Tang Ying,Zhang Wenbo,et al. The Motion Planets Detection and Tracking Algorithm Based on Gestalt Principle[J]. CHINESE JOURNAL OF ELECTRONICS,2018,27(4):808-812.
APA Qiu Shi,Tang Ying,Zhang Wenbo,Feng Jun,Zhang Fuchun,&Li Chen.(2018).The Motion Planets Detection and Tracking Algorithm Based on Gestalt Principle.CHINESE JOURNAL OF ELECTRONICS,27(4),808-812.
MLA Qiu Shi,et al."The Motion Planets Detection and Tracking Algorithm Based on Gestalt Principle".CHINESE JOURNAL OF ELECTRONICS 27.4(2018):808-812.
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