Multiscale modulus filter bank and applications to pattern detection, clustering, classification and registration

摘要

A digital filter bank having a number J≧1 of stages is disclosed. For each integer j such that 1≦j≦J, the j-th stage includes a plurality of filtering units (20, 21) each receiving an input signal of the j-th stage. These filtering units include a low-pass filtering unit (20) using real filtering coefficients and at least one band-pass filtering unit (21) using complex filtering coefficients. Following each band-pass filtering unit of the j-th stage, a respective modulus processing unit (25) generates a processed real signal as a function of squared moduli of complex output values of the band-pass filtering unit. The input signal of the first stage is a digital signal supplied to the digital filter bank, while for 1

主权项

1. A digital filter bank having a number J of stages, where J is an integer greater than one, wherein for each integer j such that 1≦j≦J, the j-th stage comprises:
a plurality of filtering units each receiving an input signal of the j-th stage, including a low-pass filtering unit and at least one band-pass filtering unit using complex filtering coefficients; and following each band-pass filtering unit of the j-th stage, a respective modulus processing unit for generating a processed real signal as a function of squared moduli of complex output values of said band-pass filtering unit,wherein the input signal of the first stage is a digital signal supplied to the digital filter bank, and wherein for 1