IDSSE OpenIR  > 深海工程技术部  > 深海视频技术研究室
The Motion Planets Detection and Tracking Algorithm Based on Gestalt Principle
Qiu Shi1; Tang Ying2; Zhang Wenbo3; Feng Jun4; Zhang Fuchun5; Li Chen6
2018-07-01
Source PublicationCHINESE JOURNAL OF ELECTRONICS
ISSN1022-4653
Volume27Issue:4Pages:808-812
Abstract

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.

KeywordThe Moving Planets Gestalt Principle Tracking
DOI10.1049/cje.2017.11.006
Indexed BySCI
Funding OrganizationCAS 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
Language英语
Funding ProjectCAS 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 KeywordStar Tracker ; Restoration ; Image ; Model
WOS Research AreaEngineering
WOS SubjectEngineering, Electrical & Electronic
WOS IDWOS:000439399000019
PublisherTECHNOLOGY EXCHANGE LIMITED HONG KONG
Citation statistics
Document Type期刊论文
Version出版稿
Identifierhttp://ir.idsse.ac.cn/handle/183446/7033
Collection深海工程技术部_深海视频技术研究室
Corresponding AuthorQiu Shi
Affiliation1.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
Recommended Citation
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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