Self-adjusting focus of attention by means of GP for improving a laser point detection system

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@InProceedings{Clemente:2013:GECCO,
  author =       "Eddie Clemente and Francisco Chavez and Leon Dozal and 
                 Francisco {Fernandez de Vega} and Gustavo Olague",
  title =        "Self-adjusting focus of attention by means of GP for
                 improving a laser point detection system",
  booktitle =    "GECCO '13: Proceeding of the fifteenth annual
                 conference on Genetic and evolutionary computation
                 conference",
  year =         "2013",
  editor =       "Christian Blum and Enrique Alba and Anne Auger and 
                 Jaume Bacardit and Josh Bongard and Juergen Branke and 
                 Nicolas Bredeche and Dimo Brockhoff and 
                 Francisco Chicano and Alan Dorin and Rene Doursat and 
                 Aniko Ekart and Tobias Friedrich and Mario Giacobini and 
                 Mark Harman and Hitoshi Iba and Christian Igel and 
                 Thomas Jansen and Tim Kovacs and Taras Kowaliw and 
                 Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and 
                 John McCall and Alberto Moraglio and 
                 Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and 
                 Gustavo Olague and Yew-Soon Ong and 
                 Michael E. Palmer and Gisele Lobo Pappa and 
                 Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and 
                 Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and 
                 Daniel Tauritz and Leonardo Vanneschi",
  isbn13 =       "978-1-4503-1963-8",
  pages =        "1237--1244",
  keywords =     "genetic algorithms, genetic programming",
  month =        "6-10 " # jul,
  organisation = "SIGEVO",
  address =      "Amsterdam, The Netherlands",
  DOI =          "doi:10.1145/2463372.2463530",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "This paper introduces the application of a new GP
                 based Focus of Attention technique capable of improving
                 the accuracy level when using a Laser Pointer as an
                 interactive device. Laser Pointers have been previously
                 employed in combination with environment control
                 systems as interaction devices, allowing users to send
                 orders to devices. Accurate detection of laser spots is
                 required for sending correct orders; moreover, false
                 offs must be eradicated, thus preventing devices to
                 autonomously activate/deactivate when orders have not
                 been sent by users. The idea here is to apply a
                 self-adjusting process to a GP based algorithm capable
                 of focusing the attention of a visual recognition
                 system on a narrow area of an image, where laser spots
                 will be then located. Images are taken by video cameras
                 working on users' environment. The results show that
                 the new approach improves significantly the accuracy
                 level when laser spots are present, users sending
                 orders while maintains the extremely low values of
                 false offs provided by previous techniques.",
  notes =        "Also known as \cite{2463530} GECCO-2013 A joint
                 meeting of the twenty second international conference
                 on genetic algorithms (ICGA-2013) and the eighteenth
                 annual genetic programming conference (GP-2013)",
}

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

Citations