Книга Satellite Image Clustering and Classification Praveena Segu

Satellite Image Clustering and Classification

Автор: Praveena Segu
Език: Английски език
Корици: С меки корици
Наличност: Външен склад
Изпращаме след 5-8 дни
45.61 89.21 лв
This research book focused on the satellite image clustering by developing numerical algorithm to an...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С меки корици
Издадена
2016
страници
92
EAN
9783659830969
ISBN
3659830968
Enbook ID
13709135
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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