M-channel nonlinear phase filter banks in image compression: Structure, design, and signal extension

Toshiyuki Uto, Tomohiro Oka, Masaaki Ikehara

研究成果: Article査読

16 被引用数 (Scopus)

抄録

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.

本文言語English
ページ(範囲)1339-1351
ページ数13
ジャーナルIEEE Transactions on Signal Processing
55
4
DOI
出版ステータスPublished - 2007 4

ASJC Scopus subject areas

  • 信号処理
  • 電子工学および電気工学

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