Title :
Image Fusion Techniques for Remote Sensed SPOT Images
Author :
Das, Asha ; Revathy, K.
Author_Institution :
Univ. of Kerala, Trivandrum
Abstract :
The paper studies the effect of registration on fusion of remote sensed SPOT images. The SPOT-PAN and SPOT-XS images are registered using a wavelet-based multiresolution registration algorithm which is found to give sub pixel registration accuracy. The registered images are subjected to a pixel level multispectral image fusion process using wavelet transform approach. Spectral quality assessment shows that compared to other conventional fusion techniques, wavelet transform keeps much of the spectral information in the merged image with respect to the original multispectral one. Finally, segmentation performed on the fused images gives better segmentation accuracy for wavelet based method.
Keywords :
geophysical signal processing; image fusion; image registration; image resolution; wavelet transforms; pixel level multispectral image fusion process; remote sensed SPOT images; spectral quality assessment; sub pixel registration; wavelet transform approach; wavelet-based multiresolution registration algorithm; Entropy; Image fusion; Image registration; Image resolution; Image segmentation; Multispectral imaging; Mutual information; Pixel; Remote sensing; Spatial resolution;
Conference_Titel :
Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
Conference_Location :
Sivakasi, Tamil Nadu
Print_ISBN :
0-7695-3050-8
DOI :
10.1109/ICCIMA.2007.240