Automatic Microaneurysms Detection Based on Multifeature Fusion Dictionary Learning
نویسندگان
چکیده
منابع مشابه
Automatic Microaneurysms Detection Based on Multifeature Fusion Dictionary Learning
Recently, microaneurysm (MA) detection has attracted a lot of attention in the medical image processing community. Since MAs can be seen as the earliest lesions in diabetic retinopathy, their detection plays a critical role in diabetic retinopathy diagnosis. In this paper, we propose a novel MA detection approach named multifeature fusion dictionary learning (MFFDL). The proposed method consist...
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Introduction: Diabetic retinopathy (DR) is one of the most serious and most frequent eye diseases in the world and the most common cause of blindness in adults between 20 and 60 years of age. Following 15 years of diabetes, about 2% of the diabetic patients are blind and 10% suffer from vision impairment due to DR complications. This paper addresses the automatic detection of microaneurysms (MA...
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ژورنال
عنوان ژورنال: Computational and Mathematical Methods in Medicine
سال: 2017
ISSN: 1748-670X,1748-6718
DOI: 10.1155/2017/2483137