Comparison of fusion algorithms for ALOS panchromatic and multi-spectral images

被引:0
作者
Liu, Wen-yi [1 ]
He, Guo-jin [1 ]
机构
[1] Chinese Acad Sci, Ctr Earth Observat & Digital Earth, Beijing 100086, Peoples R China
来源
FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 4, PROCEEDINGS | 2008年
关键词
ALOS; Data Fusion; Multiplicative Transformation; IHS; PCA; Brovey;
D O I
10.1109/FSKD.2008.325
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fusion of multi-source remote sensing images can utilize the multi-source information and obtain richer and more objective information compared with the single source image data. ALOS is a new source of high resolution satellite data, hence research on the practical methods for ALOS data fusion has great significance in prompting the ALOS data application. Based on the features of ALOS data, some common fusion algorithms are experimented and compared. Results of different fusion methods are analyzed in terms of spatial resolution enhancement and spectral information maintenance. As far as the fusion of AVNIR_4, 3, 2 multi-spectral and PRISM PAN bands selected are concerned, the experiments show that the Brovey method has the advantage over other fusion methods in the aspect of visual representation and identifying precision.
引用
收藏
页码:503 / 509
页数:7
相关论文
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