Journal of Signal Processing
Online ISSN : 1880-1013
Print ISSN : 1342-6230
ISSN-L : 1342-6230
Speeding Up of the Complex Discrete Wavelet Transform by Using Lifting Scheme
Zhong ZhangKosuke ShimasueYuya ArashiHiroshi TodaTakuma Akiduki
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2019 Volume 23 Issue 2 Pages 55-74

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Abstract
It is well known that the Lifting Scheme (LS) allows us to design the fast calculation method of the Discrete Wavelet Transform (DWT). However, unfortunately, the LS can be only adopted for the wavelets having a compact support. For example, Meyer wavelet, which is a famous orthonormal wavelet basis, has no compact support. Additionally, the Complex Discrete Wavelet Transform (CDWT) is steady and useful for many signal processing applications, however, its imaginary part is constructed from the wavelets having no compact support. Therefore, we cannot adopt the LS for these analyses. In this study, we propose the design method of the LS filters for all the orthonormal wavelet bases without relation to having a compact support or not. We adopt our proposed method for the CDWTs using Meyer wavelet and Daubechies 6 wavelet, and confirm their steady analyses and fast calculation speeds.
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© 2019 Research Institute of Signal Processing, Japan
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