DocumentCode
3272763
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
Volume
5
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
2149
Lastpage
2153
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6513-2
Type
conf
DOI
10.1109/CISP.2010.5647640
Filename
5647640
Link To Document