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In this paper, we present two new techniques of using data fusion, based on the modality of the data generation process, to generate a super-resolved image from a sequence of low-resolution image intensity data. First, we develop a generalized interpolation scheme wherein an image is decomposed into appropriate subspaces, interpolation is carried out in individual subspaces and subsequently the interpolated...
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