Two algorithms for the detection and tracking of moving vehicle targets in aerial infrared image sequences

	Two algorithms for the detection and tracking of moving vehicle targets in aerial infrared image sequences
	Cao, Yutian 1; Wang, Gang 1; Yan, Dongmei 1; Zhao, Zhongming 1
刊名	Remote Sensing
	2016
卷号	8 期号:1
关键词	LASER-SCANNING DATA TROPICAL FORESTS WATER-CONTENT CHLOROPHYLL CONTENT CANOPY REFLECTANCE LIDAR DATA SPECTRAL DIVERSITY RADIATIVE-TRANSFER CAROTENOID CONTENT HYPERSPECTRAL DATA
通讯作者	Wang, Gang (wanggang01@radi.ac.cn)
英文摘要	In this paper, by analyzing the characteristics of infrared moving targets, a Symmetric Frame Differencing Target Detection algorithm based on local clustering segmentation is proposed. In consideration of the high real-time performance and accuracy of traditional symmetric differencing, this novel algorithm uses local grayscale clustering to accomplish target detection after carrying out symmetric frame differencing to locate the regions of change. In addition, the mean shift tracking algorithm is also improved to solve the problem of missed targets caused by error convergence. As a result, a kernel-based mean shift target tracking algorithm based on detection updates is also proposed. This tracking algorithm makes use of the interaction between detection and tracking to correct the tracking errors in real time and to realize robust target tracking in complex scenes. In addition, the validity, robustness and stability of the proposed algorithms are all verified by experiments on mid-infrared aerial sequences with vehicles as targets. © 2015 by the authors; licensee MDPI, Basel, Switzerland.
学科主题	Remote Sensing
类目[WOS]	Remote Sensing
收录类别	SCI ; EI
语种	英语
WOS记录号	WOS:20160701945670
内容类型	期刊论文
源URL	[http://ir.radi.ac.cn/handle/183411/39243]
专题	遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位	1. Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, No.9 Dengzhuang South Road, Beijing, China 2. University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing, China
推荐引用方式 GB/T 7714	Cao, Yutian,Wang, Gang,Yan, Dongmei,et al. Two algorithms for the detection and tracking of moving vehicle targets in aerial infrared image sequences[J]. Remote Sensing,2016,8(1).
APA	Cao, Yutian,Wang, Gang,Yan, Dongmei,&Zhao, Zhongming.(2016).Two algorithms for the detection and tracking of moving vehicle targets in aerial infrared image sequences.Remote Sensing,8(1).
MLA	Cao, Yutian,et al."Two algorithms for the detection and tracking of moving vehicle targets in aerial infrared image sequences".Remote Sensing 8.1(2016).