A Survey on Diabetic Retinopathy Detection Techniques
نویسنده
چکیده
Nowadays Diabetic retinopathy has become a common eye disease in most of the developed countries. it occurs in almost 80% of all diabetic cases and is the leading cause of blindness. Diabetic macular edema (DME) is an advanced symptom of diabetic retinopathy and can lead to irreversible vision loss. So the importance of automatic assessment of macular edema increased. In this paper we have done a survey on the different techniques used for detection of macular edema. It helps the ophthalmologists to apply proper treatments that might eliminate the disease or decrease the severity of it. Diabetic retinopathy is composed of a characteristic group of lesions found in the retina of individuals having had diabetes for several years. Detecting the exudates in early stage can prevent vision loss. Many approaches have been developed so far for the assessment of macular edema. KeywordsDiabetic macular edema, Exudate, Retinopathy
منابع مشابه
Diagnosis of Diabetic Retinopathy Using Processing of Fundus Images and Morphological Techniques
Introduction: Diabetic retinopathy is the damaging effect of diabetes on retinal blood vessels that can cause blindness when diagnosed late. Microaneurysms are early signs of the disease that their early diagnosis promotes timely treatment and prevents disease progression. Since this disease is asymptomatic and can only be detected by ophthalmologists, diabetic patients should be tested regular...
متن کاملDiabetic Retinopathy Detection using Image Processing: A Survey
Diabetic retinopathy (DR) is a diabetes related eye disease which occurs when blood vessels in the retina become swelled and leaks fluid which ultimately leads to vision loss. Several image processing techniques including Image Enhancement, Segmentation, Image Fusion, Morphology, Classification, and registration has been developed for the early detection of DR on the basis of features such as b...
متن کاملAutomated Identification of Diabetic Retinopathy - A Survey
Diabetes strikes when the pancreas stops to produce sufficient insulin, gradually disturbing the retina of the human eye, leading to diabetic retinopathy. The blood vessels in the retina become changed and have abnormality. Exudates are concealed, micro-aneurysms and haemorrhages occur in the retina of eye, which intern leads to blindness. The presence of these structures signifies the harshnes...
متن کاملA Survey for Automatic Detection of Non- Proliferative Diabetic Retinopathy
Diabetic Retinopathy (DR) is a common symptom of diabetes which is one of the world’s leading causes of blindness. There are many techniques and algorithms that helps to diagnose DR in retinal fundus images. This paper reviews, classifies and compares the algorithms and techniques previously proposed in order to develop better and more effective algorithms.
متن کاملDiagnosis of Diabetic Retinopathy Using Processing of Fundus Images and Morphological Techniques
Introduction: Diabetic retinopathy is the damaging effect of diabetes on retinal blood vessels that can cause blindness when diagnosed late. Microaneurysms are early signs of the disease that their early diagnosis promotes timely treatment and prevents disease progression. Since this disease is asymptomatic and can only be detected by ophthalmologists, diabetic patients should be tested regular...
متن کامل