NDLI: Texture analysis of retinal images to determine nerve fibre loss

Content Provider	IEEE Xplore Digital Library
Author	Yogesan Eikelboom, R.H. Barry, C.J.
Copyright Year	1998
Description	Author affiliation: Centre for Ophalmology & Visual Sci., Western Australia Univ., Nedlands, WA, Australia (Yogesan)
Abstract	The striations of the retinal nerve fiber layer can be recorded photographically. Severe loss of these fibers due to glaucoma can be identified, although this is more difficult with early and diffuse loss. To determine texture analysis is a useful analysis tool to measure nerve fiber loss, five normal and five eyes with glaucomatous nerve fiber loss were analyzed using texture estimator gray level run length matrix. Results show that a number of texture features were able to correctly identify nerve fiber layer loss with an accuracy of 80% to 90%. This study forms the basis for further work on a larger sample of subjects.
Starting Page	1665
Ending Page	1667
File Size	639026
Page Count	3
File Format	PDF
ISBN	0818685123
ISSN	10514651
DOI	10.1109/ICPR.1998.712039
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1998-08-20
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image analysis Image texture analysis Retina Nerve fibers Electrical capacitance tomography Biomedical optical imaging Digital images Australia Data mining Length measurement
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition

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Texture analysis of retinal images to determine nerve fibre loss