Title :
Computerized detection of optic disc in diabetic retinal images using background subtraction model
Author :
Dhiravidachelvi, E. ; Rajamani, V.
Abstract :
Recently, most of the people working in Medical field need a CAD system to investigate and analyze the diseases to provide appropriate treatment and prevent from diseases in the earlier stage itself In this paper an automatic Optic Disc detection for analyzing and diagnosing the disease level in the fundus images has been introduced The retina has the features like optic disc, macula, fovea, micro aneurysms, exudates. The optic disc is detected and removed, since it has the homogeneity with the abnormal feature like exudates. This CAD system helps the ophthalmologist to do further investigation and prior knowledge about the disease. The proposed approach contains a sequence of steps where the fundus image has been preprocessed by histogram equalization and the optic disc is detected by using background subtraction and contour detection method.
Keywords :
CAD; biomedical optical imaging; diseases; eye; medical image processing; object detection; CAD system; automatic Optic Disc detection; background subtraction model; computerized detection; contour detection method; diabetic retinal images; disease level; exudates; fovea; fundus images; histogram equalization; homogeneity; macula; medical field; microaneurysms; ophthalmologist; Adaptive optics; Histograms; Image segmentation; Integrated optics; Optical filters; Optical imaging; Retina; Computer Aided Design; Diabetic Retinopathy; Exudates; Image Processing; Optic-Disc;
Conference_Titel :
Circuit, Power and Computing Technologies (ICCPCT), 2014 International Conference on
Print_ISBN :
978-1-4799-2395-3
DOI :
10.1109/ICCPCT.2014.7054802