Genetic programming for detecting target motions

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

@Article{Song:2012:CS,
  author =       "Andy Song and Mengjie Zhang",
  title =        "Genetic programming for detecting target motions",
  journal =      "Connection Science",
  year =         "2012",
  volume =       "24",
  number =       "2-3",
  pages =        "117--141",
  month =        jun # "-" # sep,
  keywords =     "genetic algorithms, genetic programming",
  ISSN =         "0954-0091",
  DOI =          "doi:10.1080/09540091.2012.744873",
  size =         "25 pages",
  abstract =     "This study presents a selective motion detection
                 methodology which is based on genetic programming (GP),
                 an evolutionary search strategy. By this approach,
                 motion detection programs can be automatically evolved
                 instead of manually coded. This study investigates the
                 suitable GP representation for motion detection as well
                 as explores the advantages of this method. Unlike
                 conventional methods, this evolutionary approach can
                 generate programs which are able to mark target
                 motions. The stationary background and the
                 uninteresting or irrelevant motions such as swaying
                 trees, noises are all ignored. Furthermore, programs
                 can be trained to detect target motions from a moving
                 background. They are capable of distinguishing
                 different kinds of motions. Such differentiation can be
                 based on the type of motions as well, for example, fast
                 moving targets are captured, while slow moving targets
                 are ignored. One of the characteristics of this method
                 is that no modification or additional process is
                 required when different types of motions are
                 introduced. Moreover, real-time performance can be
                 achieved by this GP motion detection method.",
}

Genetic Programming entries for Andy Song Mengjie Zhang

Citations