Improving Face Detection

Created by W.Langdon from gp-bibliography.bib Revision:1.4549

  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 Correia Lopes Juan Jesus Romero Cardalda