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
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
Journal title :
IEEE TRANSACTIONS ON IMAGE PROCESSING