DocumentCode
158225
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
fYear
2014
fDate
13-16 July 2014
Firstpage
170
Lastpage
175
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition (ICWAPR), 2014 International Conference on
Conference_Location
Lanzhou
ISSN
2158-5695
Print_ISBN
978-1-4799-4212-1
Type
conf
DOI
10.1109/ICWAPR.2014.6961310
Filename
6961310
Link To Document