Original scientific paper
Signal Decomposition Methods for Reducing Drawbacks of the DWT
Ana Sović
; Faculty of Electrical Engineering and Computing, University of Zagreb
Damir Seršić
; Faculty of Electrical Engineering and Computing, University of Zagreb
Abstract
Besides many advantages of wavelet transform, it has several drawbacks, e.g. ringing, shift variance, aliasing and lack of directionality. Some of them can be eliminated by using wavelet packet transform, stationary wavelet transform, complex wavelet transform, adaptive directional lifting-based wavelet transform, or adaptive wavelet filter banks that use either L2 or L1 norm. This paper contains an overview of these methods.
Keywords
wavelet transform; filter bank; lifting scheme; complex wavelet transform; adaptive wavelets
Hrčak ID:
84217
URI
Publication date:
18.6.2012.
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