Bookcover of Image Retrieval using Artificial Bee Colony and K-means Algorithms
Booktitle:

Image Retrieval using Artificial Bee Colony and K-means Algorithms

Noor Publishing (2017-02-07 )

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ISBN-13:

978-3-330-84856-6

ISBN-10:
3330848561
EAN:
9783330848566
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
Noor Publishing
Website:
https://www.noor-publishing.com
By (author) :
Abbas Alharan, Md.Sah Salam
Number of pages:
156
Published on:
2017-02-07
Stock:
Available
Category:
Informatics, IT
Price:
55.90 €
Keywords:
Clustering, Feature extraction, K-means, Content-based image retrieval, CBIR, Artificial bee colony

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