Human Activity Classification Based on Gait Energy Image and Coevolutionary Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{bb51319,
  author =       "Xiaotao Zou and Bir Bhanu",
  title =        "Human Activity Classification Based on Gait Energy
                 Image and Coevolutionary Genetic Programming",
  booktitle =    "18th International Conference on Pattern Recognition
                 (ICPR'06)",
  year =         "2006",
  pages =        "556--559",
  editor =       "Yuan Yan Tang and Patrick Wang and G. Lorette and 
                 Daniel So Yeung",
  volume =       "III",
  address =      "Hong Kong",
  month =        "20-24 " # aug,
  organisation = "ICPR",
  publisher =    "IEEE",
  bibsource =    "http://iris.usc.edu/Vision-Notes/bibliography/motion-f730.html#TT48462",
  keywords =     "genetic algorithms, genetic programming, coevolution",
  DOI =          "doi:10.1109/ICPR.2006.633",
  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.",
  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