Title :
Achieving complex discrete wavelet transform by lifting scheme using Meyer wavelet
Author :
Zhong Zhang ; Shimasue, Kosuke ; Toda, Hiroaki ; Miyake, Tetsuo
Author_Institution :
Dept. of Mech. Eng., Toyohashi Univ. of Technol., Toyohashi, Japan
Abstract :
The complex discrete wavelet transform (CDWT) can be carried out by using a complex mother wavelet that is designed based on the Meyer wavelet, and achieves perfect translation invariance. However, it is calculated by the parallel Multi-resolution algorithm (MRA) using the imaginary part and the real part of the complex mother wavelet and the calculation amount is more than double that of the traditional discrete wavelet transform (DWT). In order to reduce the calculation amount, using the lifting scheme instead of the MRA is considered, although the lifting scheme was only used in the case of the mother wavelet with a compact support. In this research, we design a lifting scheme filter of Meyer wavelet without compact support in order to achieve high-speed computation by application to the CDWT, and have obtained encouraging results.
Keywords :
discrete wavelet transforms; filtering theory; CDWT; Meyer wavelet; compact support; complex discrete wavelet transform; complex mother wavelet; lifting scheme; lifting scheme filters; parallel multiresolution algorithm; perfect translation invariance; Discrete wavelet transforms; Equations; Mathematical model; Multiresolution analysis; Wavelet domain; Complex discrete wavelet transform; Lifting scheme; Meyer wavelet; Perfect translation invariance;
Conference_Titel :
Wavelet Analysis and Pattern Recognition (ICWAPR), 2014 International Conference on
Conference_Location :
Lanzhou
Print_ISBN :
978-1-4799-4212-1
DOI :
10.1109/ICWAPR.2014.6961310