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Enhancement of optic cup detection from ARGALI using key points
Wong D.W.K.1; Tan N.M.1; Liu J.1; Tan Z.2; Tang Y.2; Zhang Z.1; Lim J.H.1; Ng W.J.2; Li H.1; Lu S.1; Wong T.Y.2
2009-12-01
Conference NameInternational Conference on Biomedical and Pharmaceutical Engineering
Source Publication2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings
Conference DateDEC 02-04, 2009
Conference PlaceSingapore, SINGAPORE
Abstract

We propose a method for improving the accuracy of the optic cup detected from the ARGALI system. This method makes use of key points from the branching points of large vessels, the analysis of intensity variation and kinks from small vessels to obtain an enhanced optic cup. Measures used to assess the detection of the optic cup showed an 11% and 40% improvement in the mean average overlap and relative area difference respectively over the previous method. The difference in the CDR error was also shown to be reduced to less than 0.1CDR units. The improved optic cup detection is more consistent with the clinical ground truth, facilitating its use in ARGALI for mass screening for glaucoma for early detection to save sight. ©2009 IEEE.

DOI10.1109/ICBPE.2009.5384072
URLView the original
Language英語English
WOS IDWOS:000283767800041
Scopus ID2-s2.0-77950835366
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Citation statistics
Document TypeConference paper
CollectionUniversity of Macau
Affiliation1.A-Star, Institute for Infocomm Research
2.National University of Singapore
3.Singapore Eye Research Institute
Recommended Citation
GB/T 7714
Wong D.W.K.,Tan N.M.,Liu J.,et al. Enhancement of optic cup detection from ARGALI using key points[C], 2009.
APA Wong D.W.K.., Tan N.M.., Liu J.., Tan Z.., Tang Y.., Zhang Z.., Lim J.H.., Ng W.J.., Li H.., Lu S.., & Wong T.Y. (2009). Enhancement of optic cup detection from ARGALI using key points. 2nd International Conference on Biomedical and Pharmaceutical Engineering, ICBPE 2009 - Conference Proceedings.
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