Directional-vector rational filters for color image interpolation

L. Khriji; M. Gabbouj

doi:10.1109/ICM.1998.825608

Directional-vector rational filters for color image interpolation

L. Khriji, M. Gabbouj

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

Color image interpolation using Directional-Vector Rational Filters (DVRF) is investigated in this paper. We study this problem (or the upsampling problem) for two decimation schemes that are most commonly used in practice:(l) rectangular decimation (every-other-row and every-other-column sub-sampling) and (2) Quincunx decimation. For each decimation lattice, we present an adaptive re-sampling algorithm using a new nonlinear interpolator, which has desirable properties, such as the preservation of edges and image details, and the preservation of inter-channel correlations. Extensive simulations show that the proposed algorithms using DVRF outperform linear and nonlinear techniques; e.g. vector FIR median hybrid filters (VFMH). Image interpolated using DVRF are free from blockiness and jaggedness.

Original language	English
Title of host publication	Proceedings of the 10th International Conference on Microelectronics, ICM 1998
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	236-240
Number of pages	5
ISBN (Electronic)	0780349695, 9780780349698
DOIs	https://doi.org/10.1109/ICM.1998.825608
Publication status	Published - 1998
Externally published	Yes
Event	10th International Conference on Microelectronics, ICM 1998 - Monastir, Tunisia Duration: Dec 14 1998 → Dec 16 1998

Publication series

Name	Proceedings of the 10th International Conference on Microelectronics, ICM 1998
Volume	1998-December

Other

Other	10th International Conference on Microelectronics, ICM 1998
Country/Territory	Tunisia
City	Monastir
Period	12/14/98 → 12/16/98

ASJC Scopus subject areas

Information Systems
Electrical and Electronic Engineering

Access to Document

10.1109/ICM.1998.825608

Cite this

Khriji, L., & Gabbouj, M. (1998). Directional-vector rational filters for color image interpolation. In Proceedings of the 10th International Conference on Microelectronics, ICM 1998 (pp. 236-240). Article 825608 (Proceedings of the 10th International Conference on Microelectronics, ICM 1998; Vol. 1998-December). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICM.1998.825608

Directional-vector rational filters for color image interpolation. / Khriji, L.; Gabbouj, M.
Proceedings of the 10th International Conference on Microelectronics, ICM 1998. Institute of Electrical and Electronics Engineers Inc., 1998. p. 236-240 825608 (Proceedings of the 10th International Conference on Microelectronics, ICM 1998; Vol. 1998-December).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Khriji, L & Gabbouj, M 1998, Directional-vector rational filters for color image interpolation. in Proceedings of the 10th International Conference on Microelectronics, ICM 1998., 825608, Proceedings of the 10th International Conference on Microelectronics, ICM 1998, vol. 1998-December, Institute of Electrical and Electronics Engineers Inc., pp. 236-240, 10th International Conference on Microelectronics, ICM 1998, Monastir, Tunisia, 12/14/98. https://doi.org/10.1109/ICM.1998.825608

@inproceedings{cd30d05d565541a3b834e0517d90e063,

title = "Directional-vector rational filters for color image interpolation",

abstract = "Color image interpolation using Directional-Vector Rational Filters (DVRF) is investigated in this paper. We study this problem (or the upsampling problem) for two decimation schemes that are most commonly used in practice:(l) rectangular decimation (every-other-row and every-other-column sub-sampling) and (2) Quincunx decimation. For each decimation lattice, we present an adaptive re-sampling algorithm using a new nonlinear interpolator, which has desirable properties, such as the preservation of edges and image details, and the preservation of inter-channel correlations. Extensive simulations show that the proposed algorithms using DVRF outperform linear and nonlinear techniques; e.g. vector FIR median hybrid filters (VFMH). Image interpolated using DVRF are free from blockiness and jaggedness.",

author = "L. Khriji and M. Gabbouj",

note = "Publisher Copyright: {\textcopyright} 1998 IEEE.; 10th International Conference on Microelectronics, ICM 1998 ; Conference date: 14-12-1998 Through 16-12-1998",

year = "1998",

doi = "10.1109/ICM.1998.825608",

language = "English",

series = "Proceedings of the 10th International Conference on Microelectronics, ICM 1998",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "236--240",

booktitle = "Proceedings of the 10th International Conference on Microelectronics, ICM 1998",

}

TY - GEN

T1 - Directional-vector rational filters for color image interpolation

AU - Khriji, L.

AU - Gabbouj, M.

PY - 1998

Y1 - 1998

N2 - Color image interpolation using Directional-Vector Rational Filters (DVRF) is investigated in this paper. We study this problem (or the upsampling problem) for two decimation schemes that are most commonly used in practice:(l) rectangular decimation (every-other-row and every-other-column sub-sampling) and (2) Quincunx decimation. For each decimation lattice, we present an adaptive re-sampling algorithm using a new nonlinear interpolator, which has desirable properties, such as the preservation of edges and image details, and the preservation of inter-channel correlations. Extensive simulations show that the proposed algorithms using DVRF outperform linear and nonlinear techniques; e.g. vector FIR median hybrid filters (VFMH). Image interpolated using DVRF are free from blockiness and jaggedness.

AB - Color image interpolation using Directional-Vector Rational Filters (DVRF) is investigated in this paper. We study this problem (or the upsampling problem) for two decimation schemes that are most commonly used in practice:(l) rectangular decimation (every-other-row and every-other-column sub-sampling) and (2) Quincunx decimation. For each decimation lattice, we present an adaptive re-sampling algorithm using a new nonlinear interpolator, which has desirable properties, such as the preservation of edges and image details, and the preservation of inter-channel correlations. Extensive simulations show that the proposed algorithms using DVRF outperform linear and nonlinear techniques; e.g. vector FIR median hybrid filters (VFMH). Image interpolated using DVRF are free from blockiness and jaggedness.

UR - http://www.scopus.com/inward/record.url?scp=13444269821&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=13444269821&partnerID=8YFLogxK

U2 - 10.1109/ICM.1998.825608

DO - 10.1109/ICM.1998.825608

M3 - Conference contribution

AN - SCOPUS:13444269821

T3 - Proceedings of the 10th International Conference on Microelectronics, ICM 1998

SP - 236

EP - 240

BT - Proceedings of the 10th International Conference on Microelectronics, ICM 1998

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 10th International Conference on Microelectronics, ICM 1998

Y2 - 14 December 1998 through 16 December 1998

ER -

Directional-vector rational filters for color image interpolation

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this