Articles liés à Classification of Hemorrhages for Diabetic Retinopathy...

Classification of Hemorrhages for Diabetic Retinopathy Screening: Fundus Image Processing - Couverture souple

Vasuki, P.; Roomi, S. Mohamed Mansoor; Kanimozhi, J.

 
9786200587213: Classification of Hemorrhages for Diabetic Retinopathy Screening: Fundus Image Processing
Couverture souple
ISBN 10 : 6200587213 ISBN 13 : 9786200587213
Editeur : LAP LAMBERT Academic Publishing, 2020

Synopsis

Advances in the eye care telemedicine system aid the diabetic patients in remote areas to stop the unwanted visit to the ophthalmologist, reduces the overall time and money. Diabetic retinopathy, which causes sight loss, has the most common symptoms like microaneurysms, hemorrhages, cotton-wool spots, exudates and drusen. In this work, an efficient approach for the automatic detection of hemorrhages in color retinal images is proposed and validated. The color retinal images captured from the diabetic patients are enhanced by an effective Otsu method, Adaptive Histogram Equalization, K-means algorithm. A bag of features based on intensity, color and texture are extracted. Finally, the features are classified with the help of SVM with FUZZY classifier. The classifier performance is validated on two publicly available datasets (DIARETDB1, MESSIDOR).

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2020
Langue
anglais
ISBN 10 
6200587213
ISBN 13 
9786200587213
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
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