Properties of shunting inhibitory cellular neural networks for colour image enhancement

H. N. Cheung; A. Bouzerdoum; W. Newland

doi:10.1109/ICONIP.1999.844715

Properties of shunting inhibitory cellular neural networks for colour image enhancement

H. N. Cheung, A. Bouzerdoum, W. Newland

Edith Cowan University

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

25 Citations (Scopus)

Abstract

Investigates the dynamic range compression and contrast enhancement properties of shunting inhibition cellular neural networks (SICNN) used for colour image enhancement. First, the SICNN is formulated according to its structure and then the formulation is expressed in a digital format so that simulations can be performed. The resulting digital SICNN is then applied to a 1D ramp function to study its behaviour as compared to the logarithm of the function. Then, the SICNN is applied to colour images; the results show that, besides performing contrast enhancement, the SICNN also improves the colour constancy of the images as well as their sharpness.

Original language	English
Title of host publication	ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1219-1223
Number of pages	5
ISBN (Electronic)	0780358716, 9780780358713
DOIs	https://doi.org/10.1109/ICONIP.1999.844715
Publication status	Published - 1999
Externally published	Yes
Event	6th International Conference on Neural Information Processing, ICONIP 1999 - Perth, Australia Duration: 16 Nov 1999 → 20 Nov 1999

Publication series

Name	ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings
Volume	3

Conference

Conference	6th International Conference on Neural Information Processing, ICONIP 1999
Country/Territory	Australia
City	Perth
Period	16/11/99 → 20/11/99

Access to Document

10.1109/ICONIP.1999.844715

Cite this

Cheung, H. N., Bouzerdoum, A., & Newland, W. (1999). Properties of shunting inhibitory cellular neural networks for colour image enhancement. In ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings (pp. 1219-1223). Article 844715 (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings; Vol. 3). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICONIP.1999.844715

Cheung, H. N. ; Bouzerdoum, A. ; Newland, W. / Properties of shunting inhibitory cellular neural networks for colour image enhancement. ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., 1999. pp. 1219-1223 (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings).

@inproceedings{2196e81fded94dd3b98d4f2e769a0ac5,

title = "Properties of shunting inhibitory cellular neural networks for colour image enhancement",

abstract = "Investigates the dynamic range compression and contrast enhancement properties of shunting inhibition cellular neural networks (SICNN) used for colour image enhancement. First, the SICNN is formulated according to its structure and then the formulation is expressed in a digital format so that simulations can be performed. The resulting digital SICNN is then applied to a 1D ramp function to study its behaviour as compared to the logarithm of the function. Then, the SICNN is applied to colour images; the results show that, besides performing contrast enhancement, the SICNN also improves the colour constancy of the images as well as their sharpness.",

author = "Cheung, {H. N.} and A. Bouzerdoum and W. Newland",

note = "Publisher Copyright: {\textcopyright} 1999 IEEE.; 6th International Conference on Neural Information Processing, ICONIP 1999 ; Conference date: 16-11-1999 Through 20-11-1999",

year = "1999",

doi = "10.1109/ICONIP.1999.844715",

language = "English",

series = "ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings",

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

pages = "1219--1223",

booktitle = "ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings",

address = "United States",

}

Cheung, HN, Bouzerdoum, A & Newland, W 1999, Properties of shunting inhibitory cellular neural networks for colour image enhancement. in ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings., 844715, ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings, vol. 3, Institute of Electrical and Electronics Engineers Inc., pp. 1219-1223, 6th International Conference on Neural Information Processing, ICONIP 1999, Perth, Australia, 16/11/99. https://doi.org/10.1109/ICONIP.1999.844715

Properties of shunting inhibitory cellular neural networks for colour image enhancement. / Cheung, H. N.; Bouzerdoum, A.; Newland, W.
ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., 1999. p. 1219-1223 844715 (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings; Vol. 3).

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

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AU - Cheung, H. N.

AU - Bouzerdoum, A.

AU - Newland, W.

PY - 1999

Y1 - 1999

N2 - Investigates the dynamic range compression and contrast enhancement properties of shunting inhibition cellular neural networks (SICNN) used for colour image enhancement. First, the SICNN is formulated according to its structure and then the formulation is expressed in a digital format so that simulations can be performed. The resulting digital SICNN is then applied to a 1D ramp function to study its behaviour as compared to the logarithm of the function. Then, the SICNN is applied to colour images; the results show that, besides performing contrast enhancement, the SICNN also improves the colour constancy of the images as well as their sharpness.

AB - Investigates the dynamic range compression and contrast enhancement properties of shunting inhibition cellular neural networks (SICNN) used for colour image enhancement. First, the SICNN is formulated according to its structure and then the formulation is expressed in a digital format so that simulations can be performed. The resulting digital SICNN is then applied to a 1D ramp function to study its behaviour as compared to the logarithm of the function. Then, the SICNN is applied to colour images; the results show that, besides performing contrast enhancement, the SICNN also improves the colour constancy of the images as well as their sharpness.

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U2 - 10.1109/ICONIP.1999.844715

DO - 10.1109/ICONIP.1999.844715

M3 - Conference contribution

AN - SCOPUS:84953777941

T3 - ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings

SP - 1219

EP - 1223

BT - ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 6th International Conference on Neural Information Processing, ICONIP 1999

Y2 - 16 November 1999 through 20 November 1999

ER -

Cheung HN, Bouzerdoum A, Newland W. Properties of shunting inhibitory cellular neural networks for colour image enhancement. In ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc. 1999. p. 1219-1223. 844715. (ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings). doi: 10.1109/ICONIP.1999.844715

Properties of shunting inhibitory cellular neural networks for colour image enhancement

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