Automatic pupil detection on retro-illumination lens images from a population-based study
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Aryaputera, AW; Gao, X; Damon, WWK; Ying, S; Yin, WT
Published in: Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012
December 1, 2012
Automatic detection of the pupil is an important step in cataract assessment. This paper proposes a new pupil detection method which addresses the challenges faced in current methods employed for this task. We evaluate the performance of the proposed method against the current methods on a large population-based image dataset of more than 9000 images from the Singapore Malay Eye Study (SiMES) database. The accuracy achieved is 98.60% for the proposed method for SiMES-1. A modified version of the method was applied on the follow-up SiMES-2 dataset, obtaining an accuracy of 97.25%. The results are encouraging towards a fully automatic cataracts detection and assessment. © 2012 IEEE.
Duke Scholars
Published In
Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012
DOI
ISBN
9781457721175
Publication Date
December 1, 2012
Start / End Page
1772 / 1777
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Aryaputera, A. W., Gao, X., Damon, W. W. K., Ying, S., & Yin, W. T. (2012). Automatic pupil detection on retro-illumination lens images from a population-based study. In Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012 (pp. 1772–1777). https://doi.org/10.1109/ICIEA.2012.6361014
Aryaputera, A. W., X. Gao, W. W. K. Damon, S. Ying, and W. T. Yin. “Automatic pupil detection on retro-illumination lens images from a population-based study.” In Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012, 1772–77, 2012. https://doi.org/10.1109/ICIEA.2012.6361014.
Aryaputera AW, Gao X, Damon WWK, Ying S, Yin WT. Automatic pupil detection on retro-illumination lens images from a population-based study. In: Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012. 2012. p. 1772–7.
Aryaputera, A. W., et al. “Automatic pupil detection on retro-illumination lens images from a population-based study.” Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012, 2012, pp. 1772–77. Scopus, doi:10.1109/ICIEA.2012.6361014.
Aryaputera AW, Gao X, Damon WWK, Ying S, Yin WT. Automatic pupil detection on retro-illumination lens images from a population-based study. Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012. 2012. p. 1772–1777.
Published In
Proceedings of the 2012 7th IEEE Conference on Industrial Electronics and Applications, ICIEA 2012
DOI
ISBN
9781457721175
Publication Date
December 1, 2012
Start / End Page
1772 / 1777