Evolving Texture Image Descriptors Using a Multitree Genetic Programming Representation

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Al-Sahaf:2017:GECCO,
  author =       "Harith Al-Sahaf and Bing Xue and Mengjie Zhang",
  title =        "Evolving Texture Image Descriptors Using a Multitree
                 Genetic Programming Representation",
  booktitle =    "Proceedings of the Genetic and Evolutionary
                 Computation Conference Companion",
  series =       "GECCO '17",
  year =         "2017",
  isbn13 =       "978-1-4503-4939-0",
  address =      "Berlin, Germany",
  pages =        "219--220",
  size =         "2 pages",
  URL =          "http://doi.acm.org/10.1145/3067695.3076039",
  DOI =          "doi:10.1145/3067695.3076039",
  acmid =        "3076039",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  keywords =     "genetic algorithms, genetic programming, multiclass
                 classification, multitree, textures",
  month =        "15-19 " # jul,
  abstract =     "Image descriptors play very important roles in a wide
                 range of applications in computer vision and pattern
                 recognition. In this paper, a multitree genetic
                 programming method to automatically evolve image
                 descriptors for multiclass texture image classification
                 task is proposed. Instead of using domain knowledge,
                 the proposed method uses only a few instances of each
                 class to automatically identify a set of features that
                 are distinctive between the instances of different
                 classes. The results on seven texture classification
                 datasets show significant, or comparable, performance
                 has been achieved by the proposed method compared with
                 the baseline method and six state-of-the-art methods.",
  notes =        "Also known as \cite{Al-Sahaf:2017:ETI:3067695.3076039}
                 GECCO-2017 A Recombination of the 26th International
                 Conference on Genetic Algorithms (ICGA-2017) and the
                 22nd Annual Genetic Programming Conference (GP-2017)",
}

Genetic Programming entries for Harith Al-Sahaf Bing Xue Mengjie Zhang

Citations