Design of Q-shift filters with improved vanishing moments for DTCWT

Q-shift filters have been used in the Dual Tree Complex Wavelet Transform (DTCWT), and are required to have a well-controlled group delay. This paper proposes a new method for designing Q-shift filters with improved vanishing moments. The proposed design method allows the flatness condition of the group delay response to be included along with the vanishing moments and orthogonality of wavelets. Therefore, the resulting Q-shift filters possess flat group delay responses. Moreover, the number of vanishing moments can be arbitrarily specified by locating the desired number of zeros at z = −1. Finally, one example is presented to demonstrate the effectiveness of the proposed design method.

[1]  I. Selesnick Hilbert transform pairs of wavelet bases , 2001, IEEE Signal Processing Letters.

[2]  Hüseyin Özkaramanli,et al.  On the phase condition and its solution for Hilbert transform pairs of wavelet bases , 2003, IEEE Trans. Signal Process..

[3]  Alin Achim,et al.  18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011 , 2011, ICIP.

[4]  Ivan W. Selesnick,et al.  The design of approximate Hilbert transform pairs of wavelet bases , 2002, IEEE Trans. Signal Process..

[5]  Caroline Chaux,et al.  Image analysis using a dual-tree M-band wavelet transform , 2006, IEEE Transactions on Image Processing.

[6]  Unto K. Laine,et al.  Splitting the Unit Delay - Tools for fractional delay filter design , 1996 .

[7]  Richard Baraniuk,et al.  The Dual-tree Complex Wavelet Transform , 2007 .

[8]  N. Kingsbury Complex Wavelets for Shift Invariant Analysis and Filtering of Signals , 2001 .

[9]  Nick Kingsbury,et al.  The dual-tree complex wavelet transform: a new technique for shift invariance and directional filters , 1998 .

[10]  H. Ozkaramanli,et al.  Hilbert transform pairs of orthogonal wavelet bases: necessary and sufficient conditions , 2005, IEEE Transactions on Signal Processing.

[11]  Nick G. Kingsbury,et al.  Design of Q-shift complex wavelets for image processing using frequency domain energy minimization , 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

[12]  Hüseyin Özkaramanli,et al.  On the phase condition and its solution for Hilbert transform pairs of wavelets bases , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[13]  Nick G. Kingsbury,et al.  A dual-tree complex wavelet transform with improved orthogonality and symmetry properties , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[14]  Unto K. Laine,et al.  Splitting the unit delay [FIR/all pass filters design] , 1996, IEEE Signal Process. Mag..