Title :
Remote-sensing image fusion based on Multiwavelet Transform and IHS Transform
Author :
Wang, Tianpeng ; Li, Bicheng ; Yu, Chaoqun ; Cao, Wen
Author_Institution :
Zhengzhou Inf. Sci. & Technol. Inst., Henan
Abstract :
Multiwavelet transform is a new development to the wavelet theory. It can offer orthogonality, symmetry, and short support simultaneously, and can offer a more precise way for image analysis than wavelet multi-resolution. A new remote-sensing image fusion method based on intensity-hue-saturation transform (IHST) and multiwavelet transform (MWT) is presented to fusion a multi-spectral image and a panchromatic image. Firstly, the multi-spectral image is transformed with IHST; secondly, the panchromatic image and I component of the multi-spectral image are merged with MWT-based fusion method, and I component is replaced with the merged data; finally, the fused image is obtained by inverse IHST. Comparing with other methods, the new method can enhance spatial detail information of remote-sensing images largely and provide more spatial information at the same time
Keywords :
image enhancement; image resolution; remote sensing; sensor fusion; wavelet transforms; image analysis; intensity-hue-saturation transform; multispectral image; multiwavelet transform; panchromatic image; remote-sensing image fusion method; wavelet multiresolution; Histograms; Image fusion; Image processing; Multiresolution analysis; Multispectral imaging; Principal component analysis; Remote sensing; Spatial resolution; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345603