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This article discusses the procedure of image compression using the Hadamard-Mersenne, Hadamard-Fermat matrices and derived from them orthogonal M-matrices. At the stage of image spectral decomposition it is proposed to use the original two-tier symmetric orthogonal M-matrices order, equal to the Mersenne and Fermat primes, as well as the low frequency filters relevant to them.
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