Title :
Hybrid wavelet packets: a top down approach
Author :
Hedges, Robert A. ; Cochran, Douglas
Author_Institution :
Coll. of Eng. & Appl. Sci., Arizona State Univ., Tempe, AZ, USA
Abstract :
Hybrid wavelet packets have been introduced as a method which addresses the observation that the performance of a transform coding scheme may be improved by allowing the choice of QMF to be included within the analysis. The choice of appropriate QMF is not only signal dependent, but scale dependent within a given signal as well. A top-down scheme for determining a well suited hybrid wavelet packet basis is presented. This method greatly reduces the computational complexity of previous schemes allowing deeper search trees to be computed and demonstrates an associated improvement in performance.
Keywords :
computational complexity; discrete wavelet transforms; filtering theory; quadrature mirror filters; transform coding; QMF; computational complexity; discrete wavelet transform; high pass filter; hybrid wavelet packet basis; hybrid wavelet packets; lowpass filter; optimization; performance; quadrature mirror filter; scale dependent; search trees; signal dependent; top down approach; transform coding; Algorithm design and analysis; Decision trees; Discrete wavelet transforms; Filters; Fourier transforms; Optimization methods; Transform coding; Wavelet analysis; Wavelet packets; Wavelet transforms;
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5148-7
DOI :
10.1109/ACSSC.1998.751553