Human Activity Classification Based on Gait Energy Image and Coevolutionary Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{bb51319,
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author = "Xiaotao Zou and Bir Bhanu",
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title = "Human Activity Classification Based on Gait Energy
Image and Coevolutionary Genetic Programming",
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booktitle = "18th International Conference on Pattern Recognition
(ICPR'06)",
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year = "2006",
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pages = "556--559",
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editor = "Yuan Yan Tang and Patrick Wang and G. Lorette and
Daniel So Yeung",
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volume = "III",
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address = "Hong Kong",
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month = "20-24 " # aug,
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organisation = "ICPR",
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publisher = "IEEE",
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bibsource = "http://iris.usc.edu/Vision-Notes/bibliography/motion-f730.html#TT48462",
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keywords = "genetic algorithms, genetic programming, coevolution",
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DOI = "doi:10.1109/ICPR.2006.633",
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abstract = "In this paper, we present a novel approach based on
gait energy image (GEI) and co-evolutionary genetic
programming (CGP) for human activity classification.
Specifically, Hu's moment and normalized histogram bins
are extracted from the original GEIs as input features.
CGP is employed to reduce the feature dimensionality
and learn the classifiers. The strategy of majority
voting is applied to the CGP to improve the overall
performance in consideration of the diversification of
genetic programming. This learningbased approach
improves the classification accuracy by approximately 7
percent in comparison to the traditional classifiers.",
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notes = "author is Xiaoli Zhou?
http://www.comp.hkbu.edu.hk/~icpr06/accepted.php?track=2",
- }
Genetic Programming entries for
Xiaoli Zhou
Bir Bhanu
Citations