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一种Curvelet变换和IHS变换相结合的遥感图像融合方法
引用本文:陈超,秦其明,池长艳,蒋洪波,刘明超. 一种Curvelet变换和IHS变换相结合的遥感图像融合方法[J]. 遥感技术与应用, 2011, 26(4): 444-449. DOI: 10.11873/j.issn.1004-0323.2011.4.444
作者姓名:陈超  秦其明  池长艳  蒋洪波  刘明超
作者单位:(1.北京大学遥感与地理信息系统研究所,北京100871;;2.北京天下图数据技术有限公司,北京100037)
基金项目:“高分辨率对地观测系统专项”项目资助
摘    要:根据图像处理中所用的不同数学模型的特点,提出了一种Curvelet变换和IHS变换相结合的遥感图像融合方法。首先对多光谱图像进行IHS变换,然后利用Curvelet变换对I分量和高分辨率图像进行融合,最后进行IHS逆变换,得到融合结果图像。结果表明,该方法在保持源数据光谱特性方面优势突出,其融合结果可以应用于以光谱分析为主的领域。

关 键 词:遥感图像融合   Curvelet变换   IHS变换   精度评价  

A Remote Sensing Image Fusion Method based on Curvelet Transform and IHS Transform
CHEN Chao,QIN Qi-ming,CHI Chang-yan,JIANG Hong-bo,LIU Ming-chao. A Remote Sensing Image Fusion Method based on Curvelet Transform and IHS Transform[J]. Remote Sensing Technology and Application, 2011, 26(4): 444-449. DOI: 10.11873/j.issn.1004-0323.2011.4.444
Authors:CHEN Chao  QIN Qi-ming  CHI Chang-yan  JIANG Hong-bo  LIU Ming-chao
Affiliation:(1.Institute of Remote Sensing and Geographic Information System,Peking University,;Beijing 100871,China;2.Peace Map Co.,Ltd,Beijing 100037,China)
Abstract:Based on the features of the different mathematical models during the image processing,we proposed a remote sensing image fusion method,which is based on Curvelet transform and IHS transform.Firstly,the IHS transform is applied to multi-spectral image;then,the I component and the high-resolution image are fused through Curvelet transform;finally,we can obtain the result by inverse IHS transform.The experimental results show that the method has outstanding advantages,which maintain the spectral characteristi...
Keywords:Remote sensing image fusion  Curvelet transform  IHS transform  Precision evaluation  
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