DocumentCode :
1617593
Title :
Image coding using wavelets based on two-channel linear phase orthogonal IIR filter banks
Author :
Uto, T. ; Okuda, Masumi ; Ikehara, Masaaki ; Takahashi, Satoshi
Author_Institution :
Fac. of Sci. & Technol., Keio Univ., Kanagawa, Japan
Volume :
2
fYear :
1999
Firstpage :
265
Abstract :
In this paper, we focus on two-channel perfect reconstruction IIR filter banks. Often two-channel FIR filter banks with additional characteristics such as the perfect reconstruction property and linear phase are used in subband systems. This type of filter banks belongs to the class called biorthogonal filter banks. While several works have pointed out that the perfect reconstruction IIR filter banks have both linear phase and orthogonality, the linear phase orthogonal IIR filter banks have never been applied to image coding. Then we apply the two-channel perfect reconstruction IIR filter banks consisted of allpass filters, with both linear phase and orthogonality, to image coding and show that the proposed IIR filter bank with 3 zeros at z=1 for the analysis lowpass filter, has less computational complexity and produces better results in terms of PSNR than the FIR filter bank, namely the two-channel linear phase biorthogonal (9,7)-taps. Consequently both linear phase and orthogonality are essential to improve coding performance.
Keywords :
IIR filters; computational complexity; data compression; image coding; wavelet transforms; allpass filters; biorthogonal filter banks; image coding; reconstruction property; two-channel linear phase orthogonal IIR filter banks; two-channel perfect reconstruction IIR filter banks; wavelets; Channel bank filters; Electronic mail; Filter bank; Finite impulse response filter; IIR filters; Image analysis; Image coding; Iterative decoding; PSNR; Paper technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
Type :
conf
DOI :
10.1109/ICIP.1999.822897
Filename :
822897
Link To Document :
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