A Genetic Programming approach to face recognition

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Bozorgtabar:2011:GCC,
  author =       "Behzad Bozorgtabar and Farzad Noorian and 
                 Rezai Rad {Gholam Ali}",
  title =        "A Genetic Programming approach to face recognition",
  booktitle =    "IEEE GCC Conference and Exhibition (GCC), 2011",
  year =         "2011",
  pages =        "194--197",
  address =      "Dubai, United Arab Emirates",
  month =        feb # " 19-22",
  publisher =    "IEEE",
  size =         "4 pages",
  abstract =     "Increasing demand for a fast and reliable face
                 recognition technology has obliged researchers to try
                 and examine different pattern recognition schemes. But
                 until now, Genetic Programming (GP), an acclaimed
                 pattern recognition, data mining and relation discovery
                 methodology, has been neglected in face recognition
                 literature.

                 This paper tries to apply GP to face recognition. First
                 Principal Component Analysis (PCA) is used to extract
                 features, and then GP is used to classify image groups.
                 To further improve the results, a leveraging method is
                 also used. It is shown that although GP might not be
                 efficient in its isolated form, a leveraged GP can
                 offer results comparable to other Face recognition
                 solutions.",
  keywords =     "genetic algorithms, genetic programming, data mining,
                 face recognition technology, feature extraction, image
                 group classification, pattern recognition, principal
                 component analysis, relation discovery methodology,
                 data mining, face recognition, feature extraction,
                 image classification, principal component analysis",
  DOI =          "doi:10.1109/IEEEGCC.2011.5752477",
  notes =        "Iran University of Science and Technology Also known
                 as \cite{5752477}",
}

Genetic Programming entries for Behzad Bozorgtabar Farzad Noorian Rezai Rad Gholam-Ali

Citations