Title :
Periodic multiresolution analysis using quasi-orthogonals splines
Author :
Maiarú, Luis C. ; Sanz, Jorge L C ; Flickner, Myron
Author_Institution :
Dept. of Comput. Sci., Buenos Aires Univ., Argentina
Abstract :
We present a periodic spline quasi-wavelet generated from a quasi-orthogonal spline basis. By construction the quasi-wavelet and related multiresolution spaces are approximately orthogonal. The quasi-wavelet allows for multiresolution decomposition using a single scaling function. This is in contrast with classic periodic wavelets which require a different scaling function between each resolution. This results in a fast algorithm to create the periodic multiresolution pyramid of least squares fits to periodic data
Keywords :
curve fitting; least squares approximations; splines (mathematics); wavelet transforms; least squares fits; multiresolution decomposition; periodic multiresolution analysis; periodic spline quasi-wavelet; quasi-orthogonals splines; scaling function; Computer science; Equations; Filters; Least squares methods; Marine vehicles; Multiresolution analysis; Spline; Wavelet analysis;
Conference_Titel :
Neural Networks for Signal Processing [1996] VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop
Conference_Location :
Kyoto
Print_ISBN :
0-7803-3550-3
DOI :
10.1109/NNSP.1996.548339