Selective Motion Detection by Genetic Programming

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

@InProceedings{Shi:2011:SMDbGP,
  title =        "Selective Motion Detection by Genetic Programming",
  author =       "Qiao Shi and Andy Song",
  pages =        "496--503",
  booktitle =    "Proceedings of the 2011 IEEE Congress on Evolutionary
                 Computation",
  year =         "2011",
  editor =       "Alice E. Smith",
  month =        "5-8 " # jun,
  address =      "New Orleans, USA",
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  ISBN =         "0-7803-8515-2",
  keywords =     "genetic algorithms, genetic programming, machine
                 vision, selective motion detection, vision system,
                 computer vision, motion estimation",
  DOI =          "doi:10.1109/CEC.2011.5949659",
  abstract =     "Motion detection is a vital part of vision systems,
                 either biological or computerised. Conventional motion
                 detection methods in machine vision can differentiate
                 moving objects from background, but cannot directly
                 handle different types of motions. In this paper, we
                 present Genetic Programming (GP) as a method which not
                 only removes relatively stationary background, but also
                 can be selective on what kind of motions to capture.
                 Programs can be evolved to select a certain type of
                 moving objects and ignore other motions. That is to
                 select fast moving target and ignore slowing moving
                 ones. Furthermore programs can be evolved to handle
                 these tasks even when the camera itself is in
                 relatively arbitrary motion. This general GP method
                 does not require additional process to differentiate
                 various types of motions.",
  notes =        "CEC2011 sponsored by the IEEE Computational
                 Intelligence Society, and previously sponsored by the
                 EPS and the IET.",
}

Genetic Programming entries for Qiao Shi Andy Song

Citations