Infrared Dim and Small Target Tracking Method Incorporating Statistical Characteristics

	Infrared Dim and Small Target Tracking Method Incorporating Statistical Characteristics
	Zhang T(张涛)1 ; Guo, Hongwei 2
	2016
会议名称	International Symposium on Infrared Technology and Application / International Symposium on Robot Sensing and Advanced Control
会议日期	2016-05-09
会议地点	Beijing, PEOPLES R CHINA
关键词	Dim and small target Statistical characteristics Target modeling Tracking
卷号	10157
通讯作者	Zhang, T (reprint author), Chinese Acad Sci, Yunnan Observ, Kunming, Peoples R China.
英文摘要	This paper first studies motion-related data driven tracking methods and analyzes their insufficiency and applications, then introduces the idea of Mean Shift and constructs kernel probability density based target model in accordance with statistical characteristics of infrared dim and small target in terms of statistical characteristics based difference between the infrared dim and small target and noise, and finally explores key problems such as target template extracting from tracking infrared dim and small target, tracking location determination and target model updating. The experiment results have shown that this motion-related based tracking method incorporating target gray scale statistical characteristics achieves effective combination of two tracking patterns by integrating advantages of both and thus significantly improves accuracy of tracking infrared dim and small target.
收录类别	EI ; CPCI
产权排序	第1完成单位
会议网址	http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2577568
会议录	Proceedings of SPIE - INFRARED TECHNOLOGY AND APPLICATIONS, AND ROBOT SENSING AND ADVANCED CONTROL
会议录出版者	SPIE-INT SOC OPTICAL ENGINEERING
会议录出版地	1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA
学科主题	Engineering ; Robotics ; Remote Sensing ; Optics
语种	英语
ISSN号	0277-786X
ISBN号	978-1-5106-0772-9; 978-1-5106-0773-6
WOS记录号	WOS:000391228600075
研究领域[WOS]	Engineering ; Robotic ; Remote Sensing ; Optics
内容类型	会议论文
源URL	[http://ir.ynao.ac.cn/handle/114a53/9927]
专题	云南天文台_抚仙湖太阳观测站
作者单位	1.Yunnan Observatory of Chinese Academy of Sciences, Kunming, China 2.Engineering College, Honghe University, Mengzi Yunnan 661100, China
推荐引用方式 GB/T 7714	Zhang T,Guo, Hongwei. Infrared Dim and Small Target Tracking Method Incorporating Statistical Characteristics[C]. 见:International Symposium on Infrared Technology and Application / International Symposium on Robot Sensing and Advanced Control. Beijing, PEOPLES R CHINA. 2016-05-09.http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2577568.