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Glaucoma Diseased Image Classification Using Different Classifiers

Name: Glaucoma Diseased Image Classification Using Different Classifiers
Brand: Lambert Academic Publishing
SKU: 9786139827893
Price: 710 CZK
Availability: InStock

Autor: Nilima Patil, Vasim Memon

Jazyk:

Vazba: Brožovaná

Vydavatel: Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

710 Kč

The recent advance in glaucoma classication method and improvements in the ac- curacy of classicatio...

Informace o knize

Autor

Nilima Patil, Vasim Memon

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2018

Stránek

EAN

9786139827893

Enbook ID

19609147

Vydavatel

Lambert Academic Publishing

Hmotnost

127

Rozměry

152 x 229 x 5

Kompletní popis

The recent advance in glaucoma classication method and improvements in the ac- curacy of classication. Glaucoma is the wrost eye disease it results into permanent blindness so to avoid blindness early detection of glaucoma is essential. Our research is focused automated classication system for the identication of disease, it is used to extract textural features from retinal images which are use to distinguish between normal and infected diseased samples. The eectiveness is gauged of the resultant ranked and selected subsets of features using a support vector machine, sequential minimal optimization, random forest, and Nave Bayes classication techniques. This represents detailed review on existing classication approaches that have applied to glaucoma classication. We observed an accuracy of around 94 % using SVM classifier.

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Glaucoma Diseased Image Classification Using Different Classifiers

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