Figure classification system of laser beam trace using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  author =       "Hiroki Fukushima and Takeshi Tsujimura and 
                 Kiyotaka Izumi and Yoshihiro Minato",
  booktitle =    "SICE Annual Conference 2012",
  title =        "Figure classification system of laser beam trace using
                 Genetic Programming",
  year =         "2012",
  pages =        "284--289",
  address =      "Akita, Japan",
  month =        aug # " 20-23",
  isbn13 =       "978-1-4673-2259-1",
  URL =          "",
  size =         "6 pages",
  abstract =     "This paper proposes a shape classification system
                 using Genetic Programming. In this research, the
                 classification tree for shape identification is
                 generated based on velocity vectors drawn by a laser
                 pointer. We confirm the classification tree can be used
                 for shape identification, by adjusting the function
                 set, target program size, crossover rate, and mutation
                 rate to optimise Genetic Programming. As a result, my
                 proposal makes it possible to classify the shape of a
                 drawn figure in high accuracy of 0.960.",
  keywords =     "genetic algorithms, genetic programming, image
                 classification, laser beams, classification tree,
                 crossover rate, figure classification system, function
                 set, laser beam trace, laser pointer, mutation rate,
                 shape classification system, shape identification,
                 target program size, velocity vector, Classification
                 tree analysis, Computer vision, Image motion analysis,
                 Laser beams, Optical imaging, Testing, image
                 processing, laser pointer, optical flow, pattern
  notes =        "\cite{Tsujimura:2012:FedCSIS} Also known as

Genetic Programming entries for Hiroki Fukushima Takeshi Tsujimura Kiyotaka Izumi Yoshihiro Minato