Articles liés à Retinal Image Analysis using Neural Networks and Clustering...

Retinal Image Analysis using Neural Networks and Clustering Algorithms - Couverture souple

Easwaran, Udayakumar; Vetrivelan, P.

 
9786202302531: Retinal Image Analysis using Neural Networks and Clustering Algorithms
Couverture souple
ISBN 10 : 6202302534 ISBN 13 : 9786202302531
Editeur : Scholars' Press, 2018

Synopsis

This book specifies about glaucomatous image classification using texture features within images and it will be classified effectively based on feature ranking and neural network. In addition with, an efficient detection of exudates for retinal vasculature disorder analysis performed. It plays important roles in detection of some diseases in early stages, such as diabetes, which can be performed by comparison of the states of retinal blood vessels. The Energy distributions over wavelet sub bands are applied to find these important texture features. It uses a technique to extract energy signatures obtained using 2-D discrete wavelet transform, and subject these signatures to different feature ranking and feature selection strategies. This performance will be done by artificial neural network model. The exudates are also detected effectively from the retina fundus image using segmentation algorithms. Finally the segmented defect region will be post processed by morphological processing technique for smoothing operation.

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

Éditeur
Scholars' Press
Date d'édition
2018
Langue
anglais
ISBN 10 
6202302534
ISBN 13 
9786202302531
Reliure
Broché
Nombre de pages
76
Coordonnées du fabricant
non disponible
Personne responsable
non disponible