Abstract
This paper describes a transform coding technique based on M-channel perfect reconstruction filter banks with a nonlinear phase. In contrast with linear-phase filter banks, the nonlinearity provides an extra degree of freedom that can be used to design a more efficient transform. We present new lattice structures of paraunitary and perfect reconstruction (biorthogonal) filter banks, which can be implemented with a lower computational complexity and/or represented by a few free parameters, through the decomposition of the lattice blocks and the displacement across the delay block. We further discuss a smooth extension method for nonlinear-phase filter banks to obtain a nonexpansive transform. The promise of our proposed approaches is demonstrated through several design examples, extended signals and compression results.
Original language | English |
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Pages (from-to) | 1339-1351 |
Number of pages | 13 |
Journal | IEEE Transactions on Signal Processing |
Volume | 55 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2007 Apr |
Keywords
- Image coding
- Lattice structure
- Nonexpansive decomposition
- Nonlinear phase filter bank
ASJC Scopus subject areas
- Signal Processing
- Electrical and Electronic Engineering