Title :
Design of IIR orthogonal wavelet filter banks using lifting scheme
Author :
Zhang, Xi ; Wang, Wei ; Yoshikawa, Tomoki ; Takei, Yoshinori
Author_Institution :
Univ. of Electro-Commun., Japan
Abstract :
The lifting scheme is well-known to be an efficient tool for constructing second generation wavelets and is often used to design a class of biorthogonal wavelet filter banks. For its efficiency, the lifting implementation has been also adopted in the international standard JPEG2000. It is known that the orthogonality of wavelets is an important property for many applications. This paper presents how to implement two band IIR orthogonal wavelet filter banks according to the lifting scheme. It is shown that a class of IIR orthogonal wavelet filter banks can be realized by using allpass filters in the lifting steps. Thus, the proposed filter banks have approximate linear phase responses. Finally, the proposed IIR orthogonal wavelet filter banks are applied to image lossless compression and the coding performance is investigated.
Keywords :
IIR filters; all-pass filters; channel bank filters; code standards; data compression; image coding; wavelet transforms; IIR biorthogonal wavelet filter bank; JPEG2000 standard; allpass filter; approximate linear phase response; coding performance; image lossless compression; lifting scheme; second generation wavelet construction; Channel bank filters; Design engineering; Filter bank; Finite impulse response filter; IIR filters; Image coding; Performance loss; Signal processing; Transfer functions; Wavelet transforms;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421613