Institute of Computing Technology, Chinese Academy IR
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 | |
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. |
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