Title :
Wreath product cyclic group-based convolution: a new class of noncommutative filters
Author :
Mirchandani, G. ; Foote, R. ; Rockmore, D. ; Healy, D. ; Olson, T.
Author_Institution :
Dept. of Electr. & Comput. Eng., Vermont Univ., Burlington, VT, USA
Abstract :
The theory of spectral analysis of a particular class of noncommutative groups-wreath products of cyclic groups-has been shown to have a group-based convolution that leads to a new class of noncommutative filters. These filters, with their group and scale-selective properties and their relationship to DFT filter banks, offer some intriguing possibilities in signal processing applications. We give a summary of some of the basic properties of convolution with wreath product cyclic groups and illustrate those properties through an example. Applications to some basic signal processing tasks are proposed
Keywords :
convolution; filtering theory; group theory; image processing; quadtrees; spectral analysis; DFT filter banks; group property; highpass image; lowpass image; noncommutative filters; noncommutative groups; scale-selective property; signal processing applications; spectral analysis; wreath product cyclic group-based convolution; Convolution; Discrete Fourier transforms; Educational institutions; Filter bank; Filtering theory; Marine vehicles; Mathematics; Signal processing; Spectral analysis; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861973