Lesion Detection Using Segmented Structure of Retina - Couverture souple

Balakrishnan Kadan, Anoop; Sankar, Dr.Perumal

 
9786202069571: Lesion Detection Using Segmented Structure of Retina
Couverture souple
ISBN 10 : 6202069570 ISBN 13 : 9786202069571
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

Morphology of retina indicates the diseases like diabetic retinopathy, glaucoma and hypertension. Automatic extraction of lesions from retinal images can assist in early diagnosis and screening of common disease such as Diabetic Retinopathy. Automated identification of exudates pathologies in retinopathy fundus images based on fuzzy c means clustering. This approach employs a unique sequential execution of morphological operators to extract fundus image features like vessels, red lesions, and white lesions together with texture feature analysis .Finally features selected are passed into the well-known support vector machine (SVM) classifier which classifies the images into normal and abnormal classes and abnormal regions can be extracted.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
6202069570
ISBN 13 
9786202069571
Reliure
Broché
Nombre de pages
68
Coordonnées du fabricant
non disponible
Personne responsable
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