Multi-kernel SVM based star pattern recognition for Celestial Navigation

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

@InProceedings{Liu:2010:ieeeICCI,
  author =       "Taiyang Liu and Shicheng Wang and Zhiguo Liu and 
                 Haibo Min and Renbing Li",
  title =        "Multi-kernel SVM based star pattern recognition for
                 Celestial Navigation",
  booktitle =    "9th IEEE International Conference on Cognitive
                 Informatics (ICCI 2010)",
  year =         "2010",
  month =        "7-9 " # jul,
  pages =        "748--753",
  abstract =     "This paper presents a combination of intelligent
                 learning algorithm, the Support Vector Machine, and the
                 recognition of star pattern in Celestial Navigation.
                 Considering the star pattern recognition's character,
                 noticing the advantages of SVM in learning competence,
                 the paper proposes a solution to star pattern
                 recognition with multi-kernel SVM. A multi-kernel
                 algorithm bases on Genetic Programming is designed.
                 Topics of multi-kernel function generation are cited in
                 detail, and a star pattern recognition routine
                 including an Indexing + recognition scheme, feature
                 vector definition and generation, SVM training
                 realisation are designed and realised.",
  keywords =     "genetic algorithms, genetic programming, SVM training
                 realisation, celestial navigation, feature vector
                 definition, indexing scheme, intelligent learning
                 algorithm, multikernel SVM algorithm, multikernel
                 function generation, star pattern recognition
                 character, support vector machine, astronomical image
                 processing, image matching, image recognition,
                 indexing, learning (artificial intelligence),
                 navigation, support vector machines",
  DOI =          "doi:10.1109/COGINF.2010.5599814",
  notes =        "Also known as \cite{5599814}",
}

Genetic Programming entries for Taiyang Liu Shicheng Wang Zhiguo Liu Haibo Min Renbing Li

Citations