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In this paper, we present a novel pixel-level color-image fusion method with extension of the joint sparsity model which exploits the inter-correlations among the R, G and B planes. The objective is to achieve the colors more natural for the fused images, compared to individually reconstructing the R, G, B images. This paper also demonstrates an extension of the fusion algorithm to the proper handling...
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