Classification of Hemorrhages for Diabetic Retinopathy Screening

Language: English

Published by LAP LAMBERT Academic Publishing Feb 2020, 2020

6200587213 / 9786200587213

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Softcover

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This item is printed on demand - Print on Demand Titel. Neuware -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).VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 72 pp. Englisch.

Seller Inventory # 9786200587213

Title
Classification of Hemorrhages for Diabetic Retinopathy Screening
Author
P. Vasuki
Publisher
LAP LAMBERT Academic Publishing Feb 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6200587213
ISBN 13
9786200587213
Item weight
125 grams
Dimensions
220x150x5 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

5-star seller

AbeBooks seller since January 23, 2017

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