In this paper, we present non-redundant directional transform and shift-invariant transform based on even-stacked cosine-modulated filter banks (ECFBs). M-band dual-tree wavelet transform (MDTWT) recently proposed has rich directional selectivity and near shift-invariance. However, it has two problems. First, it is not critically-sampled transform. Second, it cannot achieve shiftinvariance at all decomposition levels. For these problems, we show a solution based on ECFBs. Critically-sampled ECFBs provide non-redundant transform with rich directional selectivity. Furthermore, oversampled ECFBs with oversampling ratio of 2 can assure the shift-invariance at any decomposition levels. Moreover, ECFBs can be designed from only one prototype filter and guarantee linear phase. In this paper, we verify these facts by theoretical analysis and simulations. copyright by EURASIP.
|Journal||European Signal Processing Conference|
|Publication status||Published - 2008 Dec 1|
|Event||16th European Signal Processing Conference, EUSIPCO 2008 - Lausanne, Switzerland|
Duration: 2008 Aug 25 → 2008 Aug 29
ASJC Scopus subject areas
- Signal Processing
- Electrical and Electronic Engineering