A morphological subband decomposition structure using GF(N) arithmetic

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Metin Nafi Gürcan, Ömer Nezih Gerek, A. Enis Çetin

Published: 1996, Last Modified: 27 Feb 2026ICIP (1) 1996EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Linear filter banks with critical subsampling and perfect reconstruction (PR) property have received much interest and found numerous applications in signal and image processing. Nonlinear filter bank structures with PR and critical subsampling have been proposed and used in image coding. It is shown that PR nonlinear subband decomposition can be performed using the Galois field (GF) arithmetic. The result of the decomposition of an n-ary (e.g. 256-ary) input signal is still n-ary at different resolutions. This decomposition structure can be utilized for binary and 2/sup k/ (k is an integer) level signal decompositions. Simulation studies are presented.