Guiding a Bottom-Up Visual Attention Mechanism to Locate Specific Image Regions Using a Distributed Genetic Optimization
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Pereira:2006:CIARP,
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author = "Eanes T. Pereira and Herman M. Gomes",
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title = "Guiding a Bottom-Up Visual Attention Mechanism to
Locate Specific Image Regions Using a Distributed
Genetic Optimization",
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booktitle = "11th Iberoamerican Congress in Pattern Recognition,
CIARP 2006",
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year = "2006",
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editor = "Jose Francisco Martinez-Trinidad and
Jesus Ariel {Carrasco Ochoa} and Josef Kittler",
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volume = "4225",
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series = "LNCS",
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pages = "257--266",
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address = "Cancun, Mexico",
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month = nov # " 14-17",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-540-46557-7",
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annote = "The Pennsylvania State University CiteSeerX Archives",
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bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
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language = "en",
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oai = "oai:CiteSeerX.psu:10.1.1.584.8447",
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rights = "Metadata may be used without restrictions as long as
the oai identifier remains attached to it.",
-
URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.584.8447",
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broken = "http://www.dsc.ufcg.edu.br/~wdcopin/VWDCOPIN/artigos/eanes/eanes.pdf",
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DOI = "doi:10.1007/11892755_26",
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size = "10 pages",
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abstract = "The purpose of this paper is to present an approach to
locate specific regions in images. The novelty of the
approach is the combination of a weighted bottom-up
visual attention mechanism with a genetic algorithm
optimisation running on a computational grid. The
visual attention mechanism is based on the model
proposed by Itti and Koch [1]. A saliency map indicates
the most interesting points in an image using a number
of intermediate low level features, which are detected
at different scales and orientations. Using the
saliency map weights as parameters, the optimisation
problem is to minimise the number of most salient
points needed to locate a set of reference image
regions, previously (and manually) labelled as being
interesting. Both an objective and subjective
evaluation have demonstrated that the proposed approach
is more effective when compared to a fixed weight
attention mechanism.",
- }
Genetic Programming entries for
Eanes T Pereira
Herman M Gomes
Citations