Change Field: A New Change Measure for VHR Images

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	Change Field: A New Change Measure for VHR Images
	Huo, Leigang 1,2; Feng, Xiangchu 1; Huo, Chunlei2 ; Zhou, Zhixin 3; Pan, Chunhong2
刊名	IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
	2014-10-01
卷号	11 期号:10 页码:1812-1816
关键词	Change detection change field progressive transductive classification very high resolution (VHR) images
英文摘要	Due to the complexity of very high resolution (VHR) images and the inaccurate correspondence, change feature extraction is the key difficulty of VHR image change detection. In this letter, change field is proposed to represent the complex changes between VHR images. Change field measures the complex changes based on the displacements and the compensated distance. Based on change field, a novel change detection approach is proposed, where the inter-class variability is improved and the changed class and the unchanged class can be separated effectively. Experiments demonstrate the effectiveness of the proposed approach.
WOS标题词	Science & Technology ; Physical Sciences ; Technology
类目[WOS]	Geochemistry & Geophysics ; Engineering, Electrical & Electronic ; Remote Sensing ; Imaging Science & Photographic Technology
研究领域[WOS]	Geochemistry & Geophysics ; Engineering ; Remote Sensing ; Imaging Science & Photographic Technology
关键词[WOS]	REGISTRATION ; SYSTEM
收录类别	SCI
语种	英语
WOS记录号	WOS:000337174100030
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3701]
专题	自动化研究所_模式识别国家重点实验室_遥感图像处理团队
作者单位	1.Xidian Univ, Sch Math & Stat, Xian 710071, Peoples R China 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 3.Beijing Inst Remote Sensing, Beijing 100191, Peoples R China
推荐引用方式 GB/T 7714	Huo, Leigang,Feng, Xiangchu,Huo, Chunlei,et al. Change Field: A New Change Measure for VHR Images[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2014,11(10):1812-1816.
APA	Huo, Leigang,Feng, Xiangchu,Huo, Chunlei,Zhou, Zhixin,&Pan, Chunhong.(2014).Change Field: A New Change Measure for VHR Images.IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,11(10),1812-1816.
MLA	Huo, Leigang,et al."Change Field: A New Change Measure for VHR Images".IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 11.10(2014):1812-1816.