Convolution using the undecimated discrete wavelet transform

نویسندگان

  • Haitao Guo
  • C. Sidney Burrus
چکیده

Convolution is one of the most widely used digital signal processing operations. It can be implemented using the fast Fourier transform (FFT), with a computational complexity ofO(N logN). The undecimated discrete wavelet transform (UDWT) is linear and shift invariant, so it can also be used to implement convolution. In this paper, we propose a scheme to implement the convolution using the UDWT, and study its advantages and limitations.

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تاریخ انتشار 1996