TY - JOUR
T1 - M-channel nonlinear phase filter banks in image compression
T2 - Structure, design, and signal extension
AU - Uto, Toshiyuki
AU - Oka, Tomohiro
AU - Ikehara, Masaaki
PY - 2007/4
Y1 - 2007/4
N2 - 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.
AB - 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.
KW - Image coding
KW - Lattice structure
KW - Nonexpansive decomposition
KW - Nonlinear phase filter bank
UR - http://www.scopus.com/inward/record.url?scp=34147128557&partnerID=8YFLogxK
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U2 - 10.1109/TSP.2006.888057
DO - 10.1109/TSP.2006.888057
M3 - Article
AN - SCOPUS:34147128557
SN - 1053-587X
VL - 55
SP - 1339
EP - 1351
JO - IEEE Transactions on Acoustics, Speech, and Signal Processing
JF - IEEE Transactions on Acoustics, Speech, and Signal Processing
IS - 4
ER -