Bookcover of Satellite Image Clustering and Classification
Booktitle:

Satellite Image Clustering and Classification

LAP LAMBERT Academic Publishing (2016-07-07 )

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ISBN-13:

978-3-659-83096-9

ISBN-10:
3659830968
EAN:
9783659830969
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Praveena Segu
Number of pages:
92
Published on:
2016-07-07
Stock:
Available
Category:
Electronics, electro-technology, communications technology
Price:
49.90 €
Keywords:
classification, Clustering, Feature extraction, Moving KFCM

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