On analyzing optic disc extraction through weighted colour models

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Optic disc segmentation is a crucial step in automated glaucoma detection system through Cup-to-Disc ratio measurement. Recent approaches focus on deterministic algorithm of RGB or grey model only. In this paper, we proposed a statistically integrated approach by combining various colour models. The driving motivation is the ability of each colour model to work accurately in certain environments or cases. Histogram of ach colour model of HSV, RGB and grey will be tabulated to approximate the colour distribution. The ratio between the highest and the second highest will be the contribution weightage of the fused output. The performance is simulated by using RIM-One database. The average sensitivity and specificity of the detection are 0.912 and 0.832 respectively.

Original languageEnglish
Title of host publication13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9781479939428
DOIs
Publication statusPublished - 30 Sep 2014
Event13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Kota Kinabalu
Duration: 15 Jan 201418 Jan 2014

Other

Other13th International Conference on Electronics, Information, and Communication, ICEIC 2014
CityKota Kinabalu
Period15/1/1418/1/14

Fingerprint

Optics
Color
Reaction injection molding

Keywords

  • Glaucoma detection
  • Hybrid model
  • Multiple colour models
  • Optic disc extraction

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Zulkifley, M. A., Hussain, A., Mustafa, M. M., & Mustapha, A. (2014). On analyzing optic disc extraction through weighted colour models. In 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings [6914379] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ELINFOCOM.2014.6914379

On analyzing optic disc extraction through weighted colour models. / Zulkifley, Mohd Asyraf; Hussain, Aini; Mustafa, Mohd. Marzuki; Mustapha, Aouache.

13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. 6914379.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Zulkifley, MA, Hussain, A, Mustafa, MM & Mustapha, A 2014, On analyzing optic disc extraction through weighted colour models. in 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings., 6914379, Institute of Electrical and Electronics Engineers Inc., 13th International Conference on Electronics, Information, and Communication, ICEIC 2014, Kota Kinabalu, 15/1/14. https://doi.org/10.1109/ELINFOCOM.2014.6914379
Zulkifley MA, Hussain A, Mustafa MM, Mustapha A. On analyzing optic disc extraction through weighted colour models. In 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. 6914379 https://doi.org/10.1109/ELINFOCOM.2014.6914379
Zulkifley, Mohd Asyraf ; Hussain, Aini ; Mustafa, Mohd. Marzuki ; Mustapha, Aouache. / On analyzing optic disc extraction through weighted colour models. 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014.
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