Improving Face Detection

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{machado:2012:EuroGP,

• author = "Penousal Machado and Joao Correia and Juan Romero",
• title = "Improving Face Detection",
• booktitle = "Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012",
• year = "2012",
• month = "11-13 " # apr,
• editor = "Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
• series = "LNCS",
• volume = "7244",
• publisher = "Springer Verlag",
• address = "Malaga, Spain",
• pages = "73--84",
• organisation = "EvoStar",
• isbn13 = "978-3-642-29138-8",
• DOI = "doi:10.1007/978-3-642-29139-5_7",
• keywords = "genetic algorithms, genetic programming, Face detection, Haar cascade",
• abstract = "A novel Genetic Programming approach for the improvement of the performance of classifier systems through the synthesis of new training instances is presented. The approach relies on the ability of the Genetic Programming engine to identify and exploit shortcomings of classifier systems, and generate instances that are misclassified by them. The addition of these instances to the training set has the potential to improve classifier's performance. The experimental results attained with face detection classifiers are presented and discussed. Overall they indicate the success of the approach.",
• notes = "Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012 and EvoApplications2012",

}

Genetic Programming entries for Penousal Machado Joao Nuno Goncalves Costa Cavaleiro Correia Juan Jesus Romero Cardalda

Citations