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Metaheuristics for unsupervised classification: Application to remote sensing image segmentation - Tapa blanda

Hocini, Lotfi

 
9786203594188: Metaheuristics for unsupervised classification: Application to remote sensing image segmentation
Tapa blanda
ISBN 10: 6203594180 ISBN 13: 9786203594188
Editorial: Our Knowledge Publishing, 2021

Sinopsis

In this work, we have approached the image segmentation problem by means of metaheuristics, which have proven to be very efficient in providing good approximate solutions to various optimization problems. The first step was to reformulate the segmentation problem into a single-objective optimization problem, in a first step, and a multi-objective one, in a second step. The second step consisted in the extraction of the spectral and textural information of the image. The extraction of the textural information was done using co-occurrence matrices. An equiprobable requantization has been done beforehand in order to reduce the computation time. For the spectral information, we considered the mean and the variance of the gray levels on the image.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Our Knowledge Publishing
Año de publicación
2021
Idioma
Inglés
ISBN 10 
6203594180
ISBN 13 
9786203594188
Encuadernación
Tapa blanda
Número de páginas
92
Contacto del fabricante
no disponible
Persona responsable
no disponible