• 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