A Compact Genetic Algorithm with Elitism and Mutation Applied to Image Recognition

Rafael R Silva,Heitor S Lopes,Carlos R Erig Lima

doi:10.1007/978-3-540-85984-0_133

A Compact Genetic Algorithm with Elitism and Mutation Applied to Image Recognition

Rafael R Silva, Heitor S Lopes + Show 1 more

https://doi.org/10.1007/978-3-540-85984-0_133

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Publication Date: Jan 1, 2008

Citations: 12

Affiliation: Universidade Tecnológica Federal do Paraná

#Object Recognition In Images #Recognition In Images + Show 8 more

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Abstract

The problem of object recognition in images is a hard problem frequently found in industrial and academic application. This work presents the application of an extension of the Compact Genetic Algorithm (emCGA) to three problems of object recognition in real images. Results are compared with an exhaustive search algorithm and another CGA. Results suggested the efficiency of emCGA for this problem and encourages future developments.

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