High Resolution SAR Coherence and Optical Fused Images Applied in Land-Use Cover Classification

被引:1
作者
Ai, Liping [1 ]
Pang, Lei [1 ]
Liu, Hui [1 ]
Sun, Mengxin [1 ]
He, Shuguang [1 ]
机构
[1] Beijing Univ Civil Engn & Architecture, 1st Exhibit Rd, Beijing 100044, Peoples R China
来源
GEO-INFORMATICS IN RESOURCE MANAGEMENT AND SUSTAINABLE ECOSYSTEM | 2016年 / 569卷
关键词
SAR; Coherence image; Image fusion; PCA analysis; Land-use cover classification; SURFACE TEMPERATURE; INSAR DATA; FUSION;
D O I
10.1007/978-3-662-49155-3_47
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
With sensitive to ground scatterers, SAR coherence image can be used for the detection of surface changes and the classification of land-use cover. From a new point of view, this paper synthetically used the change information of high resolution SAR coherence image, and spectral information from optical image, based on the PCA, to obtain the fusion image. And finally land-use and cover classification of the fusion image and test results prove that it is effective and provides a valuable reference.
引用
收藏
页码:464 / 470
页数:7
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