Comparison and Analysis of Remote Sensing Image Fusion Using M-Band Wavelet[J]. Journal of Image and Graphics, 2009, 14(8): 1480. DOI: 10.11834/jig.20090803.
Comparison and Analysis of Remote Sensing Image Fusion Using M-Band Wavelet
To investigate the fusion application based on multi-band wavelet transformation for remote sensing imagery
this paper presents an introduction to m-band wavelet transformation theory and a typical case in image fusion Meanwhile
results from dyadic wavelet
dyadic wavelet packet and m-band wavelet transformation are compared; and the experimental results from different image fusion schemes are compared
including substitutive
addictive
as well as weighted models It has been found that
m-band wavelet-based schemes perform better than dyadic schemes In a word
it is the only scheme
not the best scheme That is to say
the results from wavelet-based fusion methods can be improved by choosing more appropriate wavelet bases and more sophisticated models for injecting detailed information; however