• DocumentCode
    570192
  • Title

    Intelligent processing and analysis of groups of multispectral images

  • Author

    Rubin, Steve ; Kountchev, Roumen ; Milanova, Mariofanna ; Kountcheva, Roumiana

  • Author_Institution
    Space & Naval Warfare Syst. Center, SSC-PAC, San Diego, CA, USA
  • fYear
    2012
  • fDate
    8-10 Aug. 2012
  • Firstpage
    165
  • Lastpage
    172
  • Abstract
    In this paper is offered one new approach for efficient processing and analysis of groups of multispectral images of same objects. It comprises several tools: the Inverse pyramid decomposition for still images; the invariant object representation with Modified Mellin-Fourier transform, and the hierarchical search in image databases, for which the invariant representation is used. The new approach permits to define large number of parameters, which are used for object analysis and evaluation. When combined with the KASER expert system, this approach turns into a flexible tool for analysis of multispectral images of the same object.
  • Keywords
    Fourier transforms; expert systems; geophysical image processing; image representation; image retrieval; visual databases; KASER expert system; Mellin-Fourier transform; group analysis; hierarchical search; image databases; intelligent processing; invariant object representation; multispectral images; object analysis; object evaluation; still images inverse pyramid decomposition; Approximation methods; Image coding; Image databases; Search problems; Transform coding; Transforms; Vectors; Hierarchical search in image databases; Invariant object representation; KASER expert systems; Modified Mellin-Fourier transform; Multispectral images;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Reuse and Integration (IRI), 2012 IEEE 13th International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4673-2282-9
  • Electronic_ISBN
    978-1-4673-2283-6
  • Type

    conf

  • DOI
    10.1109/IRI.2012.6303006
  • Filename
    6303006