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:1.7954
- @Article{Clemente:2015:ASC,
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author = "Eddie Clemente and Francisco Chavez and
Francisco {Fernandez de Vega} and Gustavo Olague",
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title = "Self-adjusting focus of attention in combination with
a genetic fuzzy system for improving a laser
environment control device system",
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journal = "Applied Soft Computing",
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volume = "32",
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pages = "250--265",
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year = "2015",
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ISSN = "1568-4946",
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DOI = "doi:10.1016/j.asoc.2015.03.011",
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URL = "http://www.sciencedirect.com/science/article/pii/S1568494615001647",
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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.",
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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 de la O
Francisco Fernandez de Vega
Gustavo Olague
Citations