This paper presents a novel two-dimensional surface model, the further development of facet model, to achieve image fusion through a "surface-then-fuse" information fusion architecture realized by an advanced approximation/derivative technique. Experiment confirms that surface model can improve the spatial quality and preserve the spectral characteristics of the original images both quantitatively and visually.
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