5 September 2006 Improved image reconstruction from multiple frames
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Abstract
A method is described for reconstructing images from incomplete data sets if subsets of the data are obtained with different data acquisition systems. The proposed method is able to incorporate prior information about the object into the reconstruction process. The general scheme is applied to construct improved images from multiple low resolution frames of the same scene, where each frame is obtained with an imaging system characterized by a different response function. The working principle is demonstrated with synthetic data for a set of generic imaging systems. Additional attention is given to the potential of the inherent superresolution capabilities of this method in the context of compressed image representations.
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Markus E. Testorf, Markus E. Testorf, Michael Fiddy, Michael Fiddy, } "Improved image reconstruction from multiple frames", Proc. SPIE 6316, Image Reconstruction from Incomplete Data IV, 631609 (5 September 2006); doi: 10.1117/12.683396; https://doi.org/10.1117/12.683396
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