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16th International Conference on Pattern Recognition (ICPR'02) - Volume 1
Comparison of Colour Spaces for Optic Disc Localisation in Retinal Images
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
Alireza Osareh, University of Bristol
Majid Mirmehdi, University of Bristol
Barry Thomas, University of Bristol
Richard Markham, Bristol Eye Hospital
The location of the optic disc is of critical importance in retinal image analysis. In this work we improve on an approach introduced in [3] which localises an optic disc region through greylevel morphology followed by snake fitting. We propose and implement both the automatic initialisation of the snake and the application of morphology in colour space. We examine various methods of performing the morphology step (to remove the interference of blood vessels) and compare them against each other. We demonstrate that our proposed simple Lab colour morphology method is particularly suitable for the characteristics of our optic disc images. Results indicate 90.32% average accuracy in localising the optic disc boundary.
Citation:
Alireza Osareh, Majid Mirmehdi, Barry Thomas, Richard Markham, "Comparison of Colour Spaces for Optic Disc Localisation in Retinal Images," icpr, vol. 1, pp.10743, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002
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