一种基于小波变换的图象融合算法  

A Wavelet Transform-Based Image Fusion Method

作　　者：王文杰[1] 唐娉[1] 朱重光[1] 

机构地区：[1]中国科学院遥感应用研究所,北京100101

出　　处：《中国图象图形学报（A辑）》2001年第11期1130-1135,共6页Journal of Image and Graphics

摘　　要：基于多分辨率小波变换的融合算法近年来得到了广泛的应用 .为了充分利用各种遥感图象的信息 ,针对“资源一号”卫星图象和 SPOT全色波段图象 ,提出了一种新的基于区域能量特征的小波变换复原 -增强融合算法 .通过同 IHS、PCA和 HPF几种传统融合方法的比较和结果评价 ,证明该方法在提高“资源一号”卫星图象空间分辨率的同时 ,还较好地保留了多光谱图象的光谱信息 ,并且有效地克服了“资源一号”Wavelet transform based image fusion method have been used broadly these years. In this article, in order to adequately make use of all kinds of remote sensing images' information, it puts forward a new energy based wavelet fusion method which also uses image restoration and enhancement model to merge the images of CBERS 1(China Brazi1 Earth Resource Satellite) and SPOT PAN(Systeme Pour 1'Observation de la Terre Panchromatic) image. Image restoration technique can both increase image acutance and improve image quality. By processing CBERS 1 imgae with image restoration technique, we can not only overcome the blurred image disadvantage, but also improve the fusion result image's quality finally. Compared with the result of IHS?PCA and HPF traditional fusion methods, it is proved that this method can get a perfect result for the application aim of 'enhancing the result image's spatial resolution with preserving spectral information and effectively overcome the blurred disadvantage of CBERS 1 image'.

关 键 词：小波变换 图象融合 图象复原 融合算法 遥感影像 数据融合 

分 类 号：TP751.1[自动化与计算机技术—检测技术与自动化装置]