Self-adjusting focus of attention by means of GP for improving a laser point detection system
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Clemente:2013:GECCO,
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author = "Eddie Clemente and Francisco Chavez and Leon Dozal and
Francisco {Fernandez de Vega} and Gustavo Olague",
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title = "Self-adjusting focus of attention by means of GP for
improving a laser point detection system",
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booktitle = "GECCO '13: Proceeding of the fifteenth annual
conference on Genetic and evolutionary computation
conference",
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year = "2013",
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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",
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isbn13 = "978-1-4503-1963-8",
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pages = "1237--1244",
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keywords = "genetic algorithms, genetic programming",
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month = "6-10 " # jul,
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organisation = "SIGEVO",
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address = "Amsterdam, The Netherlands",
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DOI = "doi:10.1145/2463372.2463530",
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publisher = "ACM",
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publisher_address = "New York, NY, USA",
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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.",
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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 de la O
Leon Dozal
Francisco Fernandez de Vega
Gustavo Olague
Citations