Title :
Enhancement of optic cup to disc ratio detection in glaucoma diagnosis
Author :
Murthi, A. ; Madheswaran, M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Gov. Coll. of Eng., Salem, India
Abstract :
Glaucoma is a major global cause of blindness. An approach to automatically extract the main features in color fundus images is proposed in this paper. The optic cup-to-disc ratio (CDR) in retinal fundus images is one of the principle physiological characteristics in the diagnosis of glaucoma. The least square fitting algorithm aims to improve the accuracy of the boundary estimation. The technique used here is a core component of ARGALI (Automatic cup-to-disc Ratio measurement system for Glaucoma detection and AnaLysIs), a system for automated glaucoma risk assessment. The algorithm´s effectiveness is demonstrated manually on segmented retina fundus images. By comparing the automatic cup height measurement to ground truth, we found that the method accurately detected neuro-retinal cup height. This work improves the efficiency of clinical interpretation of Glaucoma in fundus images of the eye. The tool utilized to accomplish the objective is MATLAB7.5.
Keywords :
biomedical optical imaging; colour vision; diseases; eye; feature extraction; image colour analysis; image enhancement; image segmentation; least mean squares methods; mathematics computing; medical image processing; physiological models; vision defects; MATLAB7.5; automatic cup-to-disc ratio measurement system; blindness; boundary estimation accuracy; color fundus images; core component; glaucoma diagnosis; least square fitting algorithm; optic cup-to-disc ratio detection; principle physiological characteristics; retinal fundus images; segmented retina fundus images; Adaptive optics; Biomedical optical imaging; Fitting; Integrated optics; Optical imaging; Optical sensors; Retina; Convex hul; Cup to Disc Ratio; Heidelberg Retinal Tomography; Optic Nerve Head; Region of Interest;
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2012 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4577-1580-8
DOI :
10.1109/ICCCI.2012.6158789