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Satellite Image Clustering and Classification

Language EnglishEnglish
Book Paperback
Book Satellite Image Clustering and Classification Praveena Segu
Libristo code: 13709135
Publishers LAP Lambert Academic Publishing, July 2016
This research book focused on the satellite image clustering by developing numerical algorithm to an... Full description
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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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About the book

Full name Satellite Image Clustering and Classification
Author Praveena Segu
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 92
EAN 9783659830969
ISBN 3659830968
Libristo code 13709135
Weight 153
Dimensions 150 x 220 x 6
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