Automatic optic disc segmentation with peripapillary atrophy elimination.
Journal Article (Journal Article)
Optic disc segmentation from retinal fundus image is a fundamental but important step for automatic glaucoma diagnosis. In this paper, an optic disc segmentation method is proposed based on peripapillary atrophy elimination. The elimination is done through edge filtering, constraint elliptical Hough transform and peripapillary atrophy detection. With the elimination, edges that are likely from non-disc structures especially peripapillary atrophy are excluded to make the segmentation more accurate. The proposed method has been tested in a database of 650 images with disc boundaries marked by trained professionals manually. The experimental results by the proposed method show average m(1), m(2) and m(VD) of 10.0%, 7.4% and 4.9% respectively. It can be used to compute cup to disc ratio as well as other features for application in automatic glaucoma diagnosis systems.
- Cheng, J; Liu, J; Wong, DWK; Yin, F; Cheung, C; Baskaran, M; Aung, T; Wong, TY
- Annu Int Conf Ieee Eng Med Biol Soc
Volume / Issue
- 2011 /
Start / End Page
- 6224 - 6227
Electronic International Standard Serial Number (EISSN)
Digital Object Identifier (DOI)
- United States