Hand posture recognition using real-time artificial evolution
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Kaufmann:2010:evows,
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author = "Benoit Kaufmann and Jean Louchet and Evelyne Lutton",
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title = "Hand posture recognition using real-time artificial
evolution",
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booktitle = "Evolutionary Computation in Image Analysis and Signal
Processing, EvoApplications 2010, Part I",
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year = "2010",
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editor = "Cecilia {Di Chio} and Stefano Cagnoni and
Carlos Cotta and Marc Ebner and Aniko Ekart and
Anna I. Esparcia-Alcazar and Chi-Keong Goh and
Juan J. Merelo and Ferrante Neri and Mike Preuss and
Julian Togelius and Georgios N. Yannakakis",
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volume = "6024",
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series = "LNCS",
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pages = "251--260",
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address = "Istanbul Technical University, Turkey",
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month = "7-9 " # apr,
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "78-3-642-12238-5",
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DOI = "doi:10.1007/978-3-642-12239-2_26",
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abstract = "In this paper, we present a hand posture recognition
system (configuration and position) we designed as part
of a gestural man-machine interface. After a simple
image preprocessing, the parameter space (corresponding
to the configuration and spatial position of the user's
hand) is directly explored using a population of points
evolved via an Evolution Strategy. Giving the priority
to exploring the parameter space rather than the image,
is an alternative to the classical generalisation of
the Hough Transform and allows to meet the real-time
constraints of the project. The application is an
Augmented Reality prototype for a long term exhibition
at the Cite des Sciences, Paris. As it will be open to
the general public, rather than using conventional
peripherals like a mouse or a joystick, a more natural
interface has been chosen, using a microcamera embedded
into virtual reality goggles in order to exploit the
images of the user hand as input data and enable the
user to manipulate virtual objects without any specific
training.",
- }
Genetic Programming entries for
Benoit Kaufmann
Jean Louchet
Evelyne Lutton
Citations