Information Fusion of Multisensor Satellite Remote Sensing Data: Theory,Methodology and Experiment[J]. Journal of Image and Graphics, 1999, 4(9): 744. DOI: 10.11834/jig.199909177.
This paper firstly made a brief introduction of the technology for information fusion
and also summarized the previous and resent worldwide studies on the fusion of multisensor satellite remote sensing data. Then
aimed at geological application
the paper exhibited the utility of wavelet transform for data fusion purpose illustrated by an example of Landsat-TM and SPOT-PAN images. On the one hand
the authors performed a discussion on the relationship between wavelet coefficients and the fused results
and set up a fusion model called“CMWD”; On the other hand
the paper raised a comparison of the fused images which were merged by wavelet transform
PCA and IHS methods
in spatial quality improving and spectral information preserving respectively. Finally
based on Multi-Agent theory
the paper presented a framework for building up an information fusion system of satellite data.