Title :
Comparison study of different fusion methods based on remote sensing image
Author :
Tao, Jiang ; Dabin, Ji ; Jinfang, Han
Author_Institution :
Remote Sensing Dept., Shandong Univ. of Sci. & Technol., Qingdao, China
Abstract :
Since the idea of image fusion proposed, many excellent algorithms have been developed, such as image fusion based on IHS, PCA and Wavelet transformation. These algorithms have lots of superiority in different applications, but they have their limitations too. This article, under MATLAB environment, mainly realize the image fusion method based on IHS, PCA, high-pass filtering, wavelet, IHS merge based on wavelet and evaluate the results of different methods in order to find out a method better in most evaluation indexes.
Keywords :
geophysical image processing; high-pass filters; image fusion; principal component analysis; remote sensing; wavelet transforms; IHS transformation; MATLAB environment; high-pass filtering; image fusion; principal component analysis; remote sensing image; wavelet transformation; Correlation; Filtering; Image fusion; Principal component analysis; Remote sensing; Spatial resolution; Wavelet transforms; IHS transformation; Image fusion; PCA transformation; entropy; high-pass filtering; wavelet transformation;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5647640