The Motion Planets Detection and Tracking Algorithm Based on Gestalt Principle | |
Qiu Shi6; Tang Ying5; Zhang Wenbo4; Feng Jun3; Zhang Fuchun2; Li Chen1 | |
刊名 | CHINESE JOURNAL OF ELECTRONICS |
2018-07-01 | |
卷号 | 27期号:4页码:808-812 |
关键词 | The Moving Planets Gestalt Principle Tracking |
ISSN号 | 1022-4653 |
DOI | 10.1049/cje.2017.11.006 |
英文摘要 | 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. |
资助项目 | CAS Light of West China Program[XAB2016B23] ; Open Research Fund of Key Laboratory of Spectral Imaging Technology, Chinese Academy of Sciences[LSIT201717G] ; Modern Information Detection and Intelligent Processing Subject Construction of Chengdu University of Technology ; National Natural Science Foundation of China[61501357] |
WOS关键词 | Star Tracker ; Restoration ; Image ; Model |
WOS研究方向 | Engineering |
语种 | 英语 |
出版者 | TECHNOLOGY EXCHANGE LIMITED HONG KONG |
WOS记录号 | WOS:000439399000019 |
资助机构 | CAS Light of West China Program ; Open Research Fund of Key Laboratory of Spectral Imaging Technology, Chinese Academy of Sciences ; Modern Information Detection and Intelligent Processing Subject Construction of Chengdu University of Technology ; National Natural Science Foundation of China |
内容类型 | 期刊论文 |
版本 | 出版稿 |
源URL | [http://ir.idsse.ac.cn/handle/183446/7032] |
专题 | 深海工程技术部_深海视频技术研究室 |
通讯作者 | Qiu Shi |
作者单位 | 1.Chinese Acad Sci, Inst Deep Sea Sci & Engn, Sanya 572000, Peoples R China 2.Aviat Univ Air Force, Dept Aviat Theory, Changchun 130022, Jilin, Peoples R China 3.Northwestern Univ, Sch Informat Sci & Technol Engn, Xian 710127, Shaanxi, Peoples R China 4.Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China 5.Chengdu Univ Technol, Coll Informat Sci & Technol, Chengdu 610059, Sichuan, Peoples R China 6.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China |
推荐引用方式 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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