Automatic construction of image transformation algorithms using feature based genetic image network

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

@InProceedings{Nakano:2010:cec,
  author =       "Yuta Nakano and Shinichi Shirakawa and Noriko Yata and 
                 Tomoharu Nagao",
  title =        "Automatic construction of image transformation
                 algorithms using feature based genetic image network",
  booktitle =    "IEEE Congress on Evolutionary Computation (CEC 2010)",
  year =         "2010",
  address =      "Barcelona, Spain",
  month =        "18-23 " # jul,
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-1-4244-6910-9",
  abstract =     "Image processing and recognition technologies are
                 becoming increasingly important. Automatic construction
                 methods for image transformation algorithms proposed to
                 date approximate adequate image transformation from
                 original images to their target images using a
                 combination of several known image processing filters
                 by evolutionary computation techniques. In this paper,
                 we introduce the adaptive image processing filters that
                 process according to the features of an input image.
                 The processing of the adaptive filters is decided based
                 on the local features of an input image. We implement
                 them to feed-forward genetic image network (FFGIN) that
                 is one of the automatic construction methods for image
                 transformations. Then we apply our method to the
                 problems of segmentation of organs and tissues in
                 medical images. Experimental results show that our
                 method constructs the effective segmentation algorithms
                 that extract multiple regions respectively.",
  DOI =          "doi:10.1109/CEC.2010.5585981",
  notes =        "WCCI 2010. Also known as \cite{5585981}",
}

Genetic Programming entries for Yuta Nakano Shinichi Shirakawa Noriko Yata Tomoharu Nagao

Citations