An Extended Lattice Model of Two-Dimensional Autoregressive Fields
Summary :
We present an extended quarter-plane lattice model for generating two-dimensional (2-D) autoregressive fields. This work is a generalization of the extended lattice filter of diagonal form (ELDF) developed by Ertuzun et al. The proposed model represents a wider class of 2-D AR fields than conventional lattice models. Several examples are presented to demonstrate the applicability of the proposed model. Furthermore, the proposed structure is compared with other conventional lattice filters based on the computation of their entropy values.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E79-A No.11 pp.1862-1869
- Publication Date
- 1996/11/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- PAPER
- Category
- Digital Signal Processing
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Takayuki NAKACHI, Katsumi YAMASHITA, Nozomu HAMADA, "An Extended Lattice Model of Two-Dimensional Autoregressive Fields" in IEICE TRANSACTIONS on Fundamentals,
vol. E79-A, no. 11, pp. 1862-1869, November 1996, doi: .
Abstract: We present an extended quarter-plane lattice model for generating two-dimensional (2-D) autoregressive fields. This work is a generalization of the extended lattice filter of diagonal form (ELDF) developed by Ertuzun et al. The proposed model represents a wider class of 2-D AR fields than conventional lattice models. Several examples are presented to demonstrate the applicability of the proposed model. Furthermore, the proposed structure is compared with other conventional lattice filters based on the computation of their entropy values.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/e79-a_11_1862/_p
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@ARTICLE{e79-a_11_1862,
author={Takayuki NAKACHI, Katsumi YAMASHITA, Nozomu HAMADA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={An Extended Lattice Model of Two-Dimensional Autoregressive Fields},
year={1996},
volume={E79-A},
number={11},
pages={1862-1869},
abstract={We present an extended quarter-plane lattice model for generating two-dimensional (2-D) autoregressive fields. This work is a generalization of the extended lattice filter of diagonal form (ELDF) developed by Ertuzun et al. The proposed model represents a wider class of 2-D AR fields than conventional lattice models. Several examples are presented to demonstrate the applicability of the proposed model. Furthermore, the proposed structure is compared with other conventional lattice filters based on the computation of their entropy values.},
keywords={},
doi={},
ISSN={},
month={November},}
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TY - JOUR
TI - An Extended Lattice Model of Two-Dimensional Autoregressive Fields
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1862
EP - 1869
AU - Takayuki NAKACHI
AU - Katsumi YAMASHITA
AU - Nozomu HAMADA
PY - 1996
DO -
JO - IEICE TRANSACTIONS on Fundamentals
SN -
VL - E79-A
IS - 11
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - November 1996
AB - We present an extended quarter-plane lattice model for generating two-dimensional (2-D) autoregressive fields. This work is a generalization of the extended lattice filter of diagonal form (ELDF) developed by Ertuzun et al. The proposed model represents a wider class of 2-D AR fields than conventional lattice models. Several examples are presented to demonstrate the applicability of the proposed model. Furthermore, the proposed structure is compared with other conventional lattice filters based on the computation of their entropy values.
ER -
English
