Automatic detection of the macula in the retinal fundus image by detecting regions with low pixel intensity
This paper proposes a method to detect the macula in the retinal fundus image automatically. The method makes use of the optic disc height obtained from the ARGALI to define the region of interest. Regions of dark spots are then detected by finding the coordinates with the lowest pixel intensity and...
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Published in | 2009 International Conference on Biomedical and Pharmaceutical Engineering pp. 1 - 5 |
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Main Authors | , , , , , , , , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.12.2009
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Subjects | |
Online Access | Get full text |
ISBN | 1424447631 9781424447633 |
ISSN | 1947-1386 |
DOI | 10.1109/ICBPE.2009.5384075 |
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Abstract | This paper proposes a method to detect the macula in the retinal fundus image automatically. The method makes use of the optic disc height obtained from the ARGALI to define the region of interest. Regions of dark spots are then detected by finding the coordinates with the lowest pixel intensity and determining the average pixel neighbourhood intensities. These regions are ranked to determine the region containing the macula. This algorithm was tested on 162 images, and an accuracy of 98.8% was achieved. The results are promising for further development and use of this method in AMD studies and physiology localization. |
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AbstractList | This paper proposes a method to detect the macula in the retinal fundus image automatically. The method makes use of the optic disc height obtained from the ARGALI to define the region of interest. Regions of dark spots are then detected by finding the coordinates with the lowest pixel intensity and determining the average pixel neighbourhood intensities. These regions are ranked to determine the region containing the macula. This algorithm was tested on 162 images, and an accuracy of 98.8% was achieved. The results are promising for further development and use of this method in AMD studies and physiology localization. |
Author | Lim, J.H. Ng, W.J. Tan, N.M. Wong, T.Y. Liu, J. Tang, Y. Li, H. Wong, D.W.K. Tan, Z. Lu, S. Zhang, Z. |
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Snippet | This paper proposes a method to detect the macula in the retinal fundus image automatically. The method makes use of the optic disc height obtained from the... |
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SubjectTerms | Blindness Head Image color analysis Optical losses Photoreceptors Physiology Pigmentation Pixel Retina Testing |
Title | Automatic detection of the macula in the retinal fundus image by detecting regions with low pixel intensity |
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