Title :
AN improved fusion method for pan-sharpening Beijing-1 Micro-Satellite images
Author :
Liu, Haixia ; Zhang, Bing ; Zhang, Xia ; Li, Junsheng ; Chen, Zhengchao ; Zhou, Xiaoxue
Author_Institution :
State Key Lab. of Remote Sensing Sci., Chinese Acad. of Sci., Beijing, China
Abstract :
Many image fusion techniques have been proposed so as to achieve optimal resolution in the spatial and spectral domains. The Beijing-1 Micro-Satellite images have their own unique characteristics. The resolution ratio of its multi-spectral image to panchromatic image exceeds 4:1. It is often a challenge to pan-sharpen images with such a large spatial resolution ratio. In this paper, we develop an improved fusion method based on IHS, wavelet transform and regional features to merge the panchromatic and multi-spectral images of Beijing-1 Micro-Satellite. In addition, a comparative analysis from both visual effect and quantization parameters is carried out against other existing strategies. The results show that our proposed method can achieve better performance in combining and preserving spectral-spatial information for the Beijing-1 Micro-Satellite test images.
Keywords :
geophysical image processing; geophysical techniques; image fusion; image resolution; remote sensing; wavelet transforms; Beijing-1 Micro-Satellite imagery; image fusion; image resolution; multispectral image; pan-sharpen images; panchromatic image; regional features; spectral-spatial information preservation; visual effect; wavelet transform; Discrete wavelet transforms; Geoscience; Histograms; Image fusion; Multiresolution analysis; Multispectral imaging; Remote sensing; Spatial resolution; Wavelet coefficients; Wavelet transforms; Beijing-1 Micro-Satellite; Fusion; IHS-Wavelet; Weighted regional features;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417410