Title of article
A new class of biorthogonal wavelet systems for image transform coding
Author/Authors
Dong-Wei Guo، نويسنده , , Jun Tian and Raymond O. Wells، نويسنده , , Wells، نويسنده , , R.O.، نويسنده , , Jr.، نويسنده , , Burrus، نويسنده , , C.S.، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 1998
Pages
14
From page
1000
To page
1013
Abstract
We construct general biorthogonal Coifman wavelet
systems, a new class of compactly supported biorthogonal wavelet
systems with vanishing moments equally distributed for a scaling
function and wavelet pair. A time-domain design method is
employed and closed-form expressions for the impulse responses
and the frequency responses of the corresponding dual filters are
derived. The resulting filter coefficients are all dyadic fractions,
which is an attractive feature in the realization of multiplicationfree
discrete wavelet transform. Even-ordered systems in this
family are symmetric, which correspond to linear-phase dual
filters. In particular, three filterbanks (FB’s) in this family are
systematically verified to have competitive compression potential
to the 9-7 tap biorthogonal wavelet FB by Cohen et al., which
is currently the most widely used one in the field of wavelet
transform coding. In addition, the proposed FB’s have much
smaller computational complexity in terms of floating-point operations
required in transformation, and therefore indicate a better
tradeoff between compression performance and computational
complexity.
Keywords
Image coding , source coding , wavelet transforms. , Transform coding
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
Serial Year
1998
Journal title
IEEE TRANSACTIONS ON IMAGE PROCESSING
Record number
396058
Link To Document