Region-based multi-step optic disk and cup segmentation from color fundus image

Di Xiao; Jane Lock; Javier Moreno Manresa; Janardhan Vignarajan; Mei-Ling Tay-Kearney; Yogesan Kanagasingam

doi:10.1117/12.2006738

28 February 2013 Region-based multi-step optic disk and cup segmentation from color fundus image

Di Xiao, Jane Lock, Javier Moreno Manresa, Janardhan Vignarajan, Mei-Ling Tay-Kearney, Yogesan Kanagasingam

Author Affiliations +

Proceedings Volume 8670, Medical Imaging 2013: Computer-Aided Diagnosis; 86702H (2013) https://doi.org/10.1117/12.2006738
Event: SPIE Medical Imaging, 2013, Lake Buena Vista (Orlando Area), Florida, United States

Abstract

Retinal optic cup-disk-ratio (CDR) is a one of important indicators of glaucomatous neuropathy. In this paper, we propose a novel multi-step 4-quadrant thresholding method for optic disk segmentation and a multi-step temporal-nasal segmenting method for optic cup segmentation based on blood vessel inpainted HSL lightness images and green images. The performance of the proposed methods was evaluated on a group of color fundus images and compared with the manual outlining results from two experts. Dice scores of detected disk and cup regions between the auto and manual results were computed and compared. Vertical CDRs were also compared among the three results. The preliminary experiment has demonstrated the robustness of the method for automatic optic disk and cup segmentation and its potential value for clinical application.

Citation Download Citation

Di Xiao, Jane Lock, Javier Moreno Manresa, Janardhan Vignarajan, Mei-Ling Tay-Kearney, and Yogesan Kanagasingam "Region-based multi-step optic disk and cup segmentation from color fundus image", Proc. SPIE 8670, Medical Imaging 2013: Computer-Aided Diagnosis, 86702H (28 February 2013); https://doi.org/10.1117/12.2006738

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