Title :
Rationalizing the coefficients of popular biorthogonal wavelet filters
Author_Institution :
Dept. of Electron. Eng., LaTrobe Univ., Bundoora, Vic., Australia
fDate :
9/1/2000 12:00:00 AM
Abstract :
Many wavelet filters found in the literature have irrational coefficients and thus require infinite precision implementation. One of the most popular filter pairs is the “9/7” biorthogonal pair of Cohen, Daubechies and Feauveau (1992), which is adopted in the FBI finger-print compression standard. We present a technique to rationalize the coefficients of wavelet filters that will preserve biorthogonality and perfect reconstruction. Furthermore, most of the zeros at z=-1 will also be preserved. These zeros are important for achieving regularity. The rationalized coefficients filters have characteristics that are close to the original irrational coefficients filters. Three popular pairs of filters, which include the “9/7” pair, are considered
Keywords :
data compression; filtering theory; image coding; poles and zeros; wavelet transforms; 9/7 biorthogonal filters pair; FBI finger-print compression standard; biorthogonal wavelet filters; coefficients rationalization; image compression experiment; infinite precision implementation; irrational coefficients; zeros; Digital filters; Discrete wavelet transforms; Filter bank; Finite impulse response filter; Helium; Image coding; Image reconstruction; Low pass filters; Signal resolution; Testing;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on