Formation of a high-resolution image from a series of mutually shifted images using optimal linear prediction |
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| Authors: | V A Ivanov V S Kirichuk V P Kosykh |
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| Affiliation: | (1) Institute of Automatics and Electrometry, Siberian Branch, Russian Academy of Sciences, pr. Akademika Koptyuga 1, Novosibirsk, 630090, Russia |
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| Abstract: | A high-resolution image is constructed by joint interpolation of a series of low-resolution images differing in mutual shifts which are not multiples of the sampling interval. Interpolation coefficients are determined by using correlations between the readings of the initial images. Results of experiments showing the efficiency of the proposed approach are given. |
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| Keywords: | increasing resolution series of images interpolation optimal linear predictions |
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