DocumentCode :
1679839
Title :
2D orthogonal symmetricwavelet filters using allpass filters
Author :
Xi Zhang
Author_Institution :
Dept. of Commun. Eng. & Inf., Univ. of Electro-Commun., Chofu, Japan
fYear :
2013
Firstpage :
5618
Lastpage :
5621
Abstract :
This paper proposes a new class of 2D orthogonal symmetric wavelet filters using 2D nonseparable allpass filters. The proposed wavelet filters are based on the parallel structure of allpass filters with real-valued coefficients, which can be implemented with a low computational complexity and is robust to finite precision effects. The resulting wavelet bases are not only orthogonal, including perfect reconstruction (PR) condition, but also symmetric, whose analysis and synthesis filters have exactly linear phase response. It is also shown that the design problem of the proposed wavelet filters can be reduced to the phase approximation of the corresponding allpass filters. Therefore, it is easy to design this class of orthogonal symmetric wavelet filters by using the existing design methods of allpass filters. Finally, some examples are presented to demonstrate the effectiveness of the proposed orthogonal symmetric wavelet filters.
Keywords :
all-pass filters; computational complexity; wavelet transforms; 2D nonseparable allpass filters; 2D orthogonal symmetric wavelet filters; PR condition; design methods; finite precision effects; linear phase response; low computational complexity; parallel structure; perfect reconstruction condition; phase approximation; real-valued coefficients; synthesis filters; Approximation methods; Complexity theory; Design methodology; Finite impulse response filters; Measurement; Robustness; Wavelet transforms; Allpass filter; orthogonality; symmetry; wavelets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
ISSN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2013.6638739
Filename :
6638739
Link To Document :
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