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Image Retrieval using Artificial Bee Colony and K-means Algorithms - Tapa blanda

Alharan, Abbas; Salam, Md.Sah

 
9783330848566: Image Retrieval using Artificial Bee Colony and K-means Algorithms
Tapa blanda
ISBN 10: 3330848561 ISBN 13: 9783330848566
Editorial: Noor Publishing, 2017

Sinopsis

This book highlights a new hybrid technique that is dependent on artificial bee colony (ABC) and k-means algorithms to retrieve the most similar image to the image query. ABC algorithm guaranty an optimized clustering for the contents (Color and Texture: extracted using common methods) of images. The new technique is applied on set of images (Wang dataset), where it showed high positive result in term of retrieval precision.

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Reseña del editor

This book highlights a new hybrid technique that is dependent on artificial bee colony (ABC) and k-means algorithms to retrieve the most similar image to the image query. ABC algorithm guaranty an optimized clustering for the contents (Color and Texture: extracted using common methods) of images. The new technique is applied on set of images (Wang dataset), where it showed high positive result in term of retrieval precision.

Biografía del autor

Abbas F. H. Alharan was born in Babylon-Iraq. He studied the B.Sc. of computer science in Iraq at the University of Babylon and M.Sc. of computer science in Malaysia at university technology Malaysia (UTM). Mr. Abbas is an Associate Lecturer at the department of computer science, university of Kufa- faculty of education for women, Najaf, Iraq.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Noor Publishing
Año de publicación
2017
Idioma
Inglés
ISBN 10 
3330848561
ISBN 13 
9783330848566
Encuadernación
Tapa blanda
Número de páginas
156
Contacto del fabricante
no disponible
Persona responsable
no disponible