Orthogonal 4-tap integer multiwavelet transforms using matrix factorization

ICIP(2010)

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摘要
An algorithm for orthogonal 4-tap integer multiwavelet transforms is proposed. Some remarkable properties of orthogonal matrix are presented. Furthermore, the transform matrix is rewritten in a product of two block diagonal matrices and a permutation matrix by the singular value decomposition (SVD) of block recursive matrices. Each block of block diagonal matrices is factorized into triangular elementary reversible matrices (TERMs), which can map integers to integers by rounding arithmetic. Experiment results show that the proposed algorithm is an executable algorithm and outperforms the existing orthogonal 4-tap integer multiwavelet transform algorithm.
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关键词
multiwavelet,triangular elementary reversible matrices,integer transform,image processing,4-tap,svd,wavelet transforms,rounding arithmetic,block recursive matrices,permutation matrix,orthogonal 4-tap integer multiwavelet transform algorithm,matrix decomposition,block diagonal matrices,matrix factorization,transform matrix,singular value decomposition,entropy
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