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The new approach to Automatic detection of Optic Disc from non-dilated retinal images

عنوان مقاله: The new approach to Automatic detection of Optic Disc from non-dilated retinal images
شناسه ملی مقاله: ICBME17_097
منتشر شده در هفدهمین کنفرانس مهندسی پزشکی ایران در سال 1389
مشخصات نویسندگان مقاله:

Z Vahabi - Ms, Department of Biomedical Engineering, Amirkabir university of Technology, Tehran, Iran
M Vafadoost - Associate. Professor , Department of Biomedical Engineering, Amirkabir university of Technology,Tehran, Iran
Sh Gharibzadeh - Associate. Professor, .Department of Biomedical Engineering, Amirkabir university of Technology, Tehran, Iran

خلاصه مقاله:
diabetic retinopathy is the commonest cause of blindness. Diabetes causes cataracts, Glaucoma and diabeticretinopathy. The Optic Disc is the exit point of retinal nerve fibers from the eye and the entrance and exit point for retinal blood vessels. The detection of Optic Disc is very essential to locate the various anatomicalfeatures in the retinal images. We describe a new filtering approach in the wavelet domain for image preprocessing. Sobel edge detection, Texture Analysis, Intensity and Template matching was used to detect OpticDisc. The proposed algorithm is tested on 150 images of Messidor dataset. Experimental results indicates that we are able to achieve 87.54% sensitivity, 99.76% specificity and 99.81% accuracy.

کلمات کلیدی:
wavelet packet, Gradient, Entropy, Template matching, Morphlogical Operation, Diabetic Retinopathy, OpticDisk

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/202916/