Glaucoma Diseased Image Classification Using Different Classifiers

Name: Glaucoma Diseased Image Classification Using Different Classifiers
Brand: Lambert Academic Publishing
SKU: 9786139827893
Price: 33.04 EUR
Availability: InStock

Автор: Nilima Patil, Vasim Memon

Език:

Корици: С меки корици

Издател: Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

33.04 € 64.62 лв

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

Информация за книгата

Автор

Nilima Patil, Vasim Memon

Език

Английски език

Корици

Книга - С меки корици

Издадена

2018

страници

EAN

9786139827893

Enbook ID

19609147

Издател

Lambert Academic Publishing

Теглоt

127

Размери

152 x 229 x 5

Пълно описание

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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