Formation of a High-Resolution Image from a Series of Mutually Shifted Images Using Optimal Linear Prediction
V. A. Ivanov, V. S. Kirichuk, V. P. Kosykh
Keywords: increasing resolution, series of images, interpolation, optimal linear predictions
Pages: 3-13
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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