A new algorithm for remotely sensed image texture classification and segmentation

doi:10.1080/01431160310001654446

	A new algorithm for remotely sensed image texture classification and segmentation
	Wang, YW ; Wang, YF ; Xue, Y ; Gao, W
	2004-10-01
发表期刊	INTERNATIONAL JOURNAL OF REMOTE SENSING
ISSN	0143-1161
卷号	25 期号:19 页码:4043-4050
摘要	In this paper, we propose a new algorithm for remotely sensed image texture classification and segmentation. We observe that the traditional method least square error ( LSE) is unstable in practical applications. This motivates us to develop a more stable method. We have proposed the regularization technique to suppress the instability of LSE in previous research. Our contribution in this paper is that we propose a new stable method, which is based on the total variation ( TV) for reducing instability in texture analysis, and apply it to remotely sensed image texture classification and segmentation. Experimental results on remotely sensed images demonstrate that our new algorithm is superior to LSE and seems promising in applications.
DOI	10.1080/01431160310001654446
收录类别	SCI
语种	英语
WOS研究方向	Remote Sensing ; Imaging Science & Photographic Technology
WOS类目	Remote Sensing ; Imaging Science & Photographic Technology
WOS记录号	WOS:000223657100017
出版者	TAYLOR & FRANCIS LTD
引用统计	被引频次：7[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/9871
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wang, YW
作者单位	1.Chinese Acad Sci, Grad Sch, Comp Technol Inst, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Inst Remote Sensing Applicat, Lab Remote Sensing Informat Sci, Beijing 100101, Peoples R China 3.London Metropolitan Univ, Dept Comp, London N7 8DB, England
推荐引用方式 GB/T 7714	Wang, YW,Wang, YF,Xue, Y,et al. A new algorithm for remotely sensed image texture classification and segmentation[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING,2004,25(19):4043-4050.
APA	Wang, YW,Wang, YF,Xue, Y,&Gao, W.(2004).A new algorithm for remotely sensed image texture classification and segmentation.INTERNATIONAL JOURNAL OF REMOTE SENSING,25(19),4043-4050.
MLA	Wang, YW,et al."A new algorithm for remotely sensed image texture classification and segmentation".INTERNATIONAL JOURNAL OF REMOTE SENSING 25.19(2004):4043-4050.