A Generic Structure of Object Classification Using Genetic Programming

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

@InProceedings{Tamboli:2011:CSNT,
  author =       "Arifa S Tamboli and Medha A Shah",
  title =        "A Generic Structure of Object Classification Using
                 Genetic Programming",
  booktitle =    "International Conference on Communication Systems and
                 Network Technologies (CSNT 2011)",
  year =         "2011",
  month =        "3-5 " # jun,
  pages =        "723--728",
  address =      "Katra, Jammu",
  size =         "6 pages",
  abstract =     "In This paper a method for classification of two types
                 of objects using genetic programming (GP) has been
                 presented. These two objects are coins of different
                 sizes, and different textures. The basic algorithm of
                 genetic programming was presented and explained. The
                 features used for training and testing are mean,
                 standard deviation, skewness and kurtosis. Precision
                 and recall were used as performance measures and they
                 were the main building blocks in building the fitness
                 function. They replaced the false alarm and detection
                 rate that was used in previous works. The result
                 figures as well as values of precision, recall, fitness
                 values, time elapsed, and number of generations used in
                 training was presented. The very basic structure of a
                 GP system was implemented and proved that it can work
                 well as a standalone computational algorithm.",
  keywords =     "genetic algorithms, genetic programming, fitness
                 function, kurtosis, object classification, object
                 recognition, skewness, standard deviation, image
                 classification, image texture",
  DOI =          "doi:10.1109/CSNT.2011.154",
  notes =        "pictures of money coins, textures.

                 Also known as \cite{5966545}",
}

Genetic Programming entries for Arifa S Tamboli Medha Abhijeet Shah

Citations