DocumentCode :
2382802
Title :
Analysis of color distortion and improvement for IHS image fusion
Author :
Xiao, Gang ; Zhongliang Jing ; Li, Jiamcun ; Leung, Henry
Author_Institution :
Inst. of Aerosp. Inf. & Control, Shanghai Jiao Tong Univ., China
Volume :
1
fYear :
2003
fDate :
12-15 Oct. 2003
Firstpage :
80
Abstract :
IHS (intensity, hue, and saturation) transformation is one of the most commonly used fusion algorithm in remote sensing community. The traditional IHS method is to replace intensity component I0 with a new intensity component Inew of high-resolution images in IHS color space. In this paper, a study on IHS fusion indicates that the color distortion can´t be avoided in this method. An improved IHS (IIHS) fusion method, which rectifying the replaced intensity component by using proper weight coefficients of Inew and I0, is proposed to reduce the color distortion. As an example, IIHS algorithm is applied to fuse images of SPOT and Landsat TM. Experiment results prove that it is a practical and effective method.
Keywords :
image colour analysis; image resolution; remote sensing; sensor fusion; wavelet transforms; IHS image fusion method; IHS transformation; IIHS algorithm; SPOT image; color distortion analysis; fusion algorithm; intensity component; intensity-hue-saturation; landsat image; remote sensing community; weighting coefficients; Humans; Image analysis; Image color analysis; Image converters; Image fusion; Image resolution; Principal component analysis; Remote sensing; Satellites; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2003. Proceedings. 2003 IEEE
Print_ISBN :
0-7803-8125-4
Type :
conf
DOI :
10.1109/ITSC.2003.1251925
Filename :
1251925
Link To Document :
بازگشت