Design of Generalized Filter Banks with Unequal-Length and Its Application of Image Coding

Atsuhiko SAITO; Toshichika URUSHIBARA; Masaaki IKEHARA

Design of Generalized Filter Banks with Unequal-Length and Its Application of Image Coding

Atsuhiko SAITO, Toshichika URUSHIBARA, Masaaki IKEHARA

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In this paper, we present a design and implementation of the M-channel linear-phase filter banks with unequal-length and same center of symmetry. The filter banks are separated into paraunitary and biorthogonal case. We discuss both cases. A novel filter bank can be regarded as a special class of generalized lapped transform with arbitrary number of channels M. In image coding applications, long basis functions should be used to avoid the blocking artifacts in low-frequency bands, while short basis functions should be used to reduce the ringing artifacts in high-frequency bands. Having the same center of symmetry is suitable for progressive image coder [SPIHT]. Filter banks with such characteristics can be achieved structurally by taking acount of the lattice structure. Finally, several design and image coding examples are shown.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E87-A No.7 pp.1756-1764

Publication Date: 2004/07/01

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Type of Manuscript: PAPER

Category: Digital Signal Processing

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Atsuhiko SAITO, Toshichika URUSHIBARA, Masaaki IKEHARA, "Design of Generalized Filter Banks with Unequal-Length and Its Application of Image Coding" in IEICE TRANSACTIONS on Fundamentals, vol. E87-A, no. 7, pp. 1756-1764, July 2004, doi: .
Abstract: In this paper, we present a design and implementation of the M-channel linear-phase filter banks with unequal-length and same center of symmetry. The filter banks are separated into paraunitary and biorthogonal case. We discuss both cases. A novel filter bank can be regarded as a special class of generalized lapped transform with arbitrary number of channels M. In image coding applications, long basis functions should be used to avoid the blocking artifacts in low-frequency bands, while short basis functions should be used to reduce the ringing artifacts in high-frequency bands. Having the same center of symmetry is suitable for progressive image coder [SPIHT]. Filter banks with such characteristics can be achieved structurally by taking acount of the lattice structure. Finally, several design and image coding examples are shown.
URL: https://globals.ieice.org/en_transactions/fundamentals/10.1587/e87-a_7_1756/_p

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@ARTICLE{e87-a_7_1756,
author={Atsuhiko SAITO, Toshichika URUSHIBARA, Masaaki IKEHARA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Design of Generalized Filter Banks with Unequal-Length and Its Application of Image Coding},
year={2004},
volume={E87-A},
number={7},
pages={1756-1764},
abstract={In this paper, we present a design and implementation of the M-channel linear-phase filter banks with unequal-length and same center of symmetry. The filter banks are separated into paraunitary and biorthogonal case. We discuss both cases. A novel filter bank can be regarded as a special class of generalized lapped transform with arbitrary number of channels M. In image coding applications, long basis functions should be used to avoid the blocking artifacts in low-frequency bands, while short basis functions should be used to reduce the ringing artifacts in high-frequency bands. Having the same center of symmetry is suitable for progressive image coder [SPIHT]. Filter banks with such characteristics can be achieved structurally by taking acount of the lattice structure. Finally, several design and image coding examples are shown.},
keywords={},
doi={},
ISSN={},
month={July},}

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TY - JOUR
TI - Design of Generalized Filter Banks with Unequal-Length and Its Application of Image Coding
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1756
EP - 1764
AU - Atsuhiko SAITO
AU - Toshichika URUSHIBARA
AU - Masaaki IKEHARA
PY - 2004
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E87-A
IS - 7
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - July 2004
AB - In this paper, we present a design and implementation of the M-channel linear-phase filter banks with unequal-length and same center of symmetry. The filter banks are separated into paraunitary and biorthogonal case. We discuss both cases. A novel filter bank can be regarded as a special class of generalized lapped transform with arbitrary number of channels M. In image coding applications, long basis functions should be used to avoid the blocking artifacts in low-frequency bands, while short basis functions should be used to reduce the ringing artifacts in high-frequency bands. Having the same center of symmetry is suitable for progressive image coder [SPIHT]. Filter banks with such characteristics can be achieved structurally by taking acount of the lattice structure. Finally, several design and image coding examples are shown.
ER -