Verwandte Artikel zu Satellite Image Clustering and Classification

Satellite Image Clustering and Classification - Softcover

Segu, Praveena

 
9783659830969: Satellite Image Clustering and Classification
Softcover
ISBN 10: 3659830968 ISBN 13: 9783659830969
Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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..

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3659830968
ISBN 13 
9783659830969
Einband
Taschenbuch
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland