Genetic programming based classifier in Viola-Jones RapidMiner Image Mining Extension
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Karasek:2013:TSP,
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author = "Jan Karasek and Radim Burget and Jan Masek and
Ondrej Benda",
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title = "Genetic programming based classifier in {Viola-Jones}
{RapidMiner} Image Mining Extension",
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booktitle = "36th International Conference on Telecommunications
and Signal Processing (TSP 2013)",
-
year = "2013",
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month = "2-4 " # jul,
-
pages = "872--876",
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keywords = "genetic algorithms, genetic programming,
Classification Tree, Image Mining Extension, Object
Classification, RapidMiner",
-
DOI = "doi:10.1109/TSP.2013.6614064",
-
abstract = "This paper presents a new approach to the classifier
design used in the Viola-Jones object detector
implemented in Radpid-Miner Image Mining Extension. The
new approach to the classifier design proposed in this
paper is in fact creation of a classification tree
designed by a genetic programming algorithm. The
resulting classifier is used as an alternative approach
to the standard cascade classifier designed by a
genetic algorithm. In this paper, a classifier design
is shown, the incorporation into the Viola-Jones
operator is described, and experimental results of face
classification process are depicted and compared to the
standard cascade classifier designed by genetic
algorithm.",
-
notes = "Also known as \cite{6614064}",
- }
Genetic Programming entries for
Jan Karasek
Radim Burget
Jan Masek
Ondrej Benda
Citations