• DocumentCode
    2307115
  • Title

    Fuzzy logic applied to detect olive trees in high resolution images

  • Author

    Moreno-Garcia, Juan ; Jimenez, Luis ; Rodriguez-Benitez, Luis ; Solana-Cipres, Cayetano J.

  • Author_Institution
    Dept. of Inf. Technol. & Syst., Univ. of Castilla-La Mancha, Toledo, Spain
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This paper tries the use of the fuzzy logic to detect olive trees in Very High Resolution Images. More concretely, fuzzy numbers are used to manage the imprecise information of the input images. A method to summarize information in a fuzzy number from data is used, and after that, the obtained fuzzy number is used to process the Very High Resolution Images by using a k-neighbor strategy. In this first approach, tested images show encouraging results because all olive trees are detected.
  • Keywords
    fuzzy logic; image resolution; object detection; vegetation; fuzzy logic; high resolution image; k-neighbor strategy; olive tree detection; Approximation methods; Equations; Fuzzy logic; Image resolution; Mathematical model; Pixel; Remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584310
  • Filename
    5584310