An ACO algorithm for image compression

An ACO algorithm for image compression

This paper is an application of Ant Colony Metaheuristic (ACO) to the problem of image fractal compression using IFS. An ACO hybrid algorithm is proposed for image fractal compression and the results obtained are shown. According to the tests carried out, the proposed algorithm offers images...

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Bibliographic Details
Main Author: Cristian Martinez
Format: Article
Language:English
Published: Centro Latinoamericano de Estudios en Informática 2006-12-01
Series:CLEI Electronic Journal
Subjects:
Algorithms
Image Compression
Fractals
Metaheuristics
Online Access:http://clei.org/cleiej-beta/index.php/cleiej/article/view/307
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spelling doaj-17a2c91bf31c4eb287045e1137a83f5a2020-11-25T02:47:39ZengCentro Latinoamericano de Estudios en InformáticaCLEI Electronic Journal0717-50002006-12-019210.19153/cleiej.9.2.1An ACO algorithm for image compressionCristian Martinez0University of Buenos Aires, Department of Computer Science This paper is an application of Ant Colony Metaheuristic (ACO) to the problem of image fractal compression using IFS. An ACO hybrid algorithm is proposed for image fractal compression and the results obtained are shown. According to the tests carried out, the proposed algorithm offers images with similar quality to that obtained with a deterministic method, in about 34% less time. http://clei.org/cleiej-beta/index.php/cleiej/article/view/307AlgorithmsImage CompressionFractalsMetaheuristics
collection DOAJ
language English
format Article
sources DOAJ
author Cristian Martinez
spellingShingle Cristian Martinez
An ACO algorithm for image compression
CLEI Electronic Journal
Algorithms
Image Compression
Fractals
Metaheuristics
author_facet Cristian Martinez
author_sort Cristian Martinez
title An ACO algorithm for image compression
title_short An ACO algorithm for image compression
title_full An ACO algorithm for image compression
title_fullStr An ACO algorithm for image compression
title_full_unstemmed An ACO algorithm for image compression
title_sort aco algorithm for image compression
publisher Centro Latinoamericano de Estudios en Informática
series CLEI Electronic Journal
issn 0717-5000
publishDate 2006-12-01
description This paper is an application of Ant Colony Metaheuristic (ACO) to the problem of image fractal compression using IFS. An ACO hybrid algorithm is proposed for image fractal compression and the results obtained are shown. According to the tests carried out, the proposed algorithm offers images with similar quality to that obtained with a deterministic method, in about 34% less time.
topic Algorithms
Image Compression
Fractals
Metaheuristics
url http://clei.org/cleiej-beta/index.php/cleiej/article/view/307
work_keys_str_mv AT cristianmartinez anacoalgorithmforimagecompression
AT cristianmartinez acoalgorithmforimagecompression
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