Title :
Discrete rotation for directional orthogonal wavelet packets
Author :
Carré, Philippe ; Andres, Eric ; Fernandez-Maloigne, Christine
Author_Institution :
IRCOM-SIC Lab., CNRS, France
Abstract :
We propose a simple and new way of defining the directional wavelet packets basis. This new decomposition is based on a discrete rotation. To avoid information loss or modification (in order to keep the orthogonality property) we use a new one-to-one discrete rotation. This rotation is based on three discrete shear transformations. This new oriented basis does not divide the 2D Fourier plane into square regions. Instead of horizontal and vertical favourite directions, our directional scheme treats different arbitrary directions
Keywords :
filtering theory; image resolution; rotation; wavelet transforms; 2D Fourier plane; arbitrary directions; decomposition; directional orthogonal wavelet packets; multiresolution analysis; one-to-one discrete rotation; orthogonality; shear transformations; Discrete transforms; Discrete wavelet transforms; Filter bank; Fourier transforms; Image analysis; Laboratories; Low pass filters; Performance analysis; Wavelet analysis; Wavelet packets;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958473