Self-adjusting focus of attention in combination with a genetic fuzzy system for improving a laser environment control device system

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Clemente:2015:ASC,
  author =       "Eddie Clemente and Francisco Chavez and 
                 Francisco {Fernandez de Vega} and Gustavo Olague",
  title =        "Self-adjusting focus of attention in combination with
                 a genetic fuzzy system for improving a laser
                 environment control device system",
  journal =      "Applied Soft Computing",
  volume =       "32",
  pages =        "250--265",
  year =         "2015",
  ISSN =         "1568-4946",
  DOI =          "doi:10.1016/j.asoc.2015.03.011",
  URL =          "http://www.sciencedirect.com/science/article/pii/S1568494615001647",
  abstract =     "This paper presents a new algorithm capable of
                 improving the accuracy level of a laser pointer
                 detector used within an interactive control device
                 system. A genetic programming based approach has been
                 employed to develop a focus of attention algorithm,
                 which works cooperatively with a genetic fuzzy system.
                 The idea is to improve the detection of laser-spots
                 depicted on images captured by video cameras working on
                 home environments. The new and more accurate detection
                 system, in combination with an environment control
                 system, allows to send correct orders to home devices.
                 The algorithm is capable of eradicating false offs,
                 thus preventing devices to autonomously
                 activate/deactivate appliances when orders have not
                 been really signalled by users. Moreover, by adding
                 self-adjusting capabilities with a genetic fuzzy system
                 the computer vision algorithm focuses its attention on
                 a narrower area of the image. Extensive experimental
                 results show that the combination of the focus of
                 attention technique with dynamic thresholding and
                 genetic fuzzy systems improves significantly the
                 accuracy of the laser-spot detection system while
                 maintaining extremely low false off rates in comparison
                 with previous approaches.",
  keywords =     "genetic algorithms, genetic programming,
                 Self-adjusting, Focus of attention, Laser pointer,
                 Environment control systems, Genetic fuzzy systems",
}

Genetic Programming entries for Eddie Helbert Clemente Torres Francisco Chavez Francisco Fernandez de Vega Gustavo Olague

Citations