Satellite Image Clustering and Classification

Name: Satellite Image Clustering and Classification
Brand: LAP Lambert Academic Publishing
SKU: 9783659830969
Price: 45.61 EUR
Availability: InStock

Автор: Praveena Segu

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

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45.61 € 89.21 лв

This research book focused on the satellite image clustering by developing numerical algorithm to an...

Информация за книгата

Автор

Praveena Segu

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

EAN

9783659830969

ISBN

3659830968

Enbook ID

13709135

Издател

LAP Lambert Academic Publishing

Теглоt

153

Размери

150 x 220 x 6

Пълно описание

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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Satellite Image Clustering and Classification

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