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GLCM texture analysis on different color space for pterygium grading

Che Azemin, Mohd Zulfaezal and Mohd Tamrin, Mohd Izzuddin and Hilmi, Mohd Radzi and Mohd. Kamal, Khairidzan (2015) GLCM texture analysis on different color space for pterygium grading. ARPN Journal of Engineering and Applied Sciences, 10 (15). pp. 6410-6413. ISSN 1819-6608

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Abstract

GLCM texture features have been widely used to characterize biomedical images. Most of the previous studies using GLCM features to characterize biomedical images only consider single or limited color space due to the use of only one color model. To mimic human color perception, conventional RGB color model may need to be supplemented with other color space models for better human vision representation. This study is aimed to find an optimal set of GLCM features extracted from different color space for pterygium grading. Mimicking human color perception has commonly employed RGB color space, which is shown in this paper is inadequate. GLCM features when extracted in various color space show better representation of human perception (correlation coefficient > 0.6) compared to using RGB color space (correlation coefficient < 0.2).

Item Type: Article (Journal)
Additional Information: 6768/44563
Uncontrolled Keywords: GLCM texture, biomedical, pterygium grading.
Subjects: R Medicine > RE Ophthalmology
T Technology > TA Engineering (General). Civil engineering (General) > TA164 Bioengineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Allied Health Sciences > Department of Optometry and Visual Science
Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System

Kulliyyah of Medicine > Department of Ophthalmology
Depositing User: Mohd Izzuddin Mohd Tamrin
Date Deposited: 03 Sep 2015 14:26
Last Modified: 01 Mar 2019 09:10
URI: http://irep.iium.edu.my/id/eprint/44563

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