Articles liés à Satellite Image Clustering and Classification

Satellite Image Clustering and Classification - Couverture souple

Segu, Praveena

 
9783659830969: Satellite Image Clustering and Classification
Couverture souple
ISBN 10 : 3659830968 ISBN 13 : 9783659830969
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

This research book focused on the satellite image clustering by developing numerical algorithm to analyse the satellite images captured by satellites. In this book it is aimed to enhance the classification accuracy. In this research work, three algorithms were proposed. Each approach goes through three phrases i.e preprocessing, segmentation and classification. Clustering algorithms are used at segmentation stage. The proposed clustering algorithms is Moving KFCM algorithm. Feed forward neural network classifier is used at classification stage. After a study of several test images it is shown that Moving KFCM algorithm is working well for finding all regions like trees, shades, buildings and roads.

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Présentation de l'éditeur

This research book focused on the satellite image clustering by developing numerical algorithm to analyse the satellite images captured by satellites. In this book it is aimed to enhance the classification accuracy. In this research work, three algorithms were proposed. Each approach goes through three phrases i.e preprocessing, segmentation and classification. Clustering algorithms are used at segmentation stage. The proposed clustering algorithms is Moving KFCM algorithm. Feed forward neural network classifier is used at classification stage. After a study of several test images it is shown that Moving KFCM algorithm is working well for finding all regions like trees, shades, buildings and roads.

Biographie de l'auteur

She completed her B.Tech from RGMCET(Rajeev Gandhi Memorial college of Engineering and Technology) Nandyal,A.P and PG,Ph.d from JNTUH HYDERABD in the years 2006,2016 respectively. Presently working at MGIT as Asst.prof in the dept of ECE from past 12 years. Published 15 papers in various national and international journals and conferences..

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659830968
ISBN 13 
9783659830969
Reliure
Broché
Nombre de pages
92
Coordonnées du fabricant
non disponible
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