An evolutionary approach to the extraction of object construction trees from 3D point clouds

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@Article{Fayolle:2016:CD,
  author =       "Pierre-Alain Fayolle and Alexander Pasko",
  title =        "An evolutionary approach to the extraction of object
                 construction trees from {3D} point clouds",
  journal =      "Computer-Aided Design",
  volume =       "74",
  pages =        "1--17",
  year =         "2016",
  ISSN =         "0010-4485",
  DOI =          "doi:10.1016/j.cad.2016.01.001",
  URL =          "http://www.sciencedirect.com/science/article/pii/S0010448516000038",
  abstract =     "In order to extract a construction tree from a finite
                 set of points sampled on the surface of an object, we
                 present an evolutionary algorithm that evolves
                 set-theoretic expressions made of primitives fitted to
                 the input point-set and modelling operations. To keep
                 relatively simple trees, we use a penalty term in the
                 objective function optimized by the evolutionary
                 algorithm. We show with experiments successes but also
                 limitations of this approach.",
  keywords =     "genetic algorithms, genetic programming, Shape
                 modelling, Fitting, Reverse engineering, Construction
                 tree, Function Representation",
}

Genetic Programming entries for Pierre-Alain Fayolle Alexander Pasko

Citations