Detection of microaneurysms in retinal images using an ensemble classifier
نویسندگان
چکیده
منابع مشابه
Detection of microaneurysms in retinal images using an ensemble classifier
This paper introduces, and reports on the performance of, a novel combination of algorithms for automated microaneurysm (MA) detection in retinal images. The presence of MAs in retinal images is a pathognomonic sign of Diabetic Retinopathy (DR) which is one of the leading causes of blindness amongst the working age population. An extensive survey of the literature is presented and current techn...
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This paper presents an automated method for detecting microaneurysms in the retinal angiographic images by using image processing techniques. In the presented method, in order to fade or remove the pseudo images, first retinal images are pre-processed. Then microaneurysms are identified by circular Hough transform. In the existing methods of dete...
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This paper presents an automated method for detecting microaneurysms in the retinal angiographic images by using image processing techniques. In the presented method, in order to fade or remove the pseudo images, first retinal images are pre-processed. Then microaneurysms are identified by circular Hough transform. In the existing methods of dete...
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this paper presents an automated method for detecting microaneurysms in the retinal angiographic images by using image processing techniques. in the presented method, in order to fade or remove the pseudo images, first retinal images are pre-processed. then microaneurysms are identified by circular hough transform. in the existing methods of detecting microaneurysms, it is necessary to identify...
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Diabetic retinopathy is a serious complication of diabetes and major cause of blindness. Therefore early detection through regular screening will be highly beneficial in effectively controlling the progress of the disease. Microaneurysms are the early signs of Diabetic retinopathy and appear as mall red dots. The number of microaneurysms gives the severity of the disease. Early microaneurysm de...
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ژورنال
عنوان ژورنال: Informatics in Medicine Unlocked
سال: 2017
ISSN: 2352-9148
DOI: 10.1016/j.imu.2017.05.006