Biometric authentication using mean intensity spread of optical disc in retinal images

M. Islamuddin Ahmed; M. Ashraful Amin; Bruce Poon; Hong Yan

Biometric authentication using mean intensity spread of optical disc in retinal images

M. Islamuddin Ahmed
, M. Ashraful Amin
, Bruce Poon
, Hong Yan

Department of Electrical Engineering

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

2 Citations (Scopus)

Abstract

In this paper, we have proposed a novel method for biometric authentication using mean intensity spread of the optical disc in retinal fundus image. Images in RGB and YCbCr color spaces are tested in 2 separate experiments. Experiment 1 resulted in 83% accuracy using RGB and in experiment 2, 88% accuracy was achieved, also in RGB color space. The average time taken for recognizing a face image is 2.32 seconds.

Original language	English
Title of host publication	7th International Conference on Information Technology and Application, ICITA 2011
Pages	31-35
Publication status	Published - 2011
Event	7th International Conference on Information Technology and Application, ICITA 2011 - Sydney, NSW, Australia Duration: 21 Nov 2011 → 24 Nov 2011

Conference

Conference	7th International Conference on Information Technology and Application, ICITA 2011
Place	Australia
City	Sydney, NSW
Period	21/11/11 → 24/11/11

Research Keywords

Biometric authentication
Optical disc
Retinal fundus image
RGB and YCbCr color space

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@inproceedings{1195065b432845ba909c80803c2601a6,

title = "Biometric authentication using mean intensity spread of optical disc in retinal images",

abstract = "In this paper, we have proposed a novel method for biometric authentication using mean intensity spread of the optical disc in retinal fundus image. Images in RGB and YCbCr color spaces are tested in 2 separate experiments. Experiment 1 resulted in 83\% accuracy using RGB and in experiment 2, 88\% accuracy was achieved, also in RGB color space. The average time taken for recognizing a face image is 2.32 seconds.",

keywords = "Biometric authentication, Optical disc, Retinal fundus image, RGB and YCbCr color space",

author = "Ahmed, \{M. Islamuddin\} and Amin, \{M. Ashraful\} and Bruce Poon and Hong Yan",

year = "2011",

language = "English",

isbn = "9780980326741",

pages = "31--35",

booktitle = "7th International Conference on Information Technology and Application, ICITA 2011",

note = "7th International Conference on Information Technology and Application, ICITA 2011 ; Conference date: 21-11-2011 Through 24-11-2011",

}

Biometric authentication using mean intensity spread of optical disc in retinal images. / Ahmed, M. Islamuddin; Amin, M. Ashraful; Poon, Bruce et al.
7th International Conference on Information Technology and Application, ICITA 2011. 2011. p. 31-35.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Biometric authentication using mean intensity spread of optical disc in retinal images

AU - Ahmed, M. Islamuddin

AU - Amin, M. Ashraful

AU - Poon, Bruce

AU - Yan, Hong

PY - 2011

Y1 - 2011

N2 - In this paper, we have proposed a novel method for biometric authentication using mean intensity spread of the optical disc in retinal fundus image. Images in RGB and YCbCr color spaces are tested in 2 separate experiments. Experiment 1 resulted in 83% accuracy using RGB and in experiment 2, 88% accuracy was achieved, also in RGB color space. The average time taken for recognizing a face image is 2.32 seconds.

AB - In this paper, we have proposed a novel method for biometric authentication using mean intensity spread of the optical disc in retinal fundus image. Images in RGB and YCbCr color spaces are tested in 2 separate experiments. Experiment 1 resulted in 83% accuracy using RGB and in experiment 2, 88% accuracy was achieved, also in RGB color space. The average time taken for recognizing a face image is 2.32 seconds.

KW - Biometric authentication

KW - Optical disc

KW - Retinal fundus image

KW - RGB and YCbCr color space

UR - https://www.scopus.com/pages/publications/84868123000

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84868123000&origin=recordpage

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9780980326741

SP - 31

EP - 35

BT - 7th International Conference on Information Technology and Application, ICITA 2011

T2 - 7th International Conference on Information Technology and Application, ICITA 2011

Y2 - 21 November 2011 through 24 November 2011

ER -

Biometric authentication using mean intensity spread of optical disc in retinal images

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Research Keywords

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