• DocumentCode
    2955681
  • Title

    Chile identification for metrics in the chile industry

  • Author

    Muguira, Maritza R. ; Salton, Jonathan R. ; Novick, David K. ; Schwebach, Jesse N. ; Wilson, Christopher W.

  • Author_Institution
    Intelligent Syst. & Robotics Center, Sandia Nat. Labs., Albuquerqueu, NM, USA
  • Volume
    4
  • fYear
    2005
  • fDate
    10-12 Oct. 2005
  • Firstpage
    3118
  • Abstract
    This paper presents a novel approach to identify chile pods in two dimensional images of chile harvests in order to quantitatively evaluate harvesting and cleaning systems. Chilies vary greatly in shape, color, and texture throughout the season and within varieties and thus pose a unique challenge compared to the identification of other more uniform objects. Since chilies do not have distinct point features typically exploited in object recognition algorithms, a normalized shape distribution function was used to describe each object´s general shape. 486 harvest object images were collected throughout the season and then placed in categories. Representative shape functions were derived from chilies in a given category and the other chilies, stems, and leaves were compared to each class. Sample shape distributions were found to provide a robust signature to discriminate among chile pods and harvest trash objects.
  • Keywords
    agriculture; crops; feature extraction; image texture; object recognition; chile harvest; chile identification; chile industry; chile pod; harvest object image; harvest trash object; image analysis; natural shape; object classification; object identification; object recognition; shape analysis; shape distribution function; Costs; Distribution functions; Intelligent robots; Intelligent systems; Laboratories; Moisture; Service robots; Shape; System testing; Textile industry; Shape distribution functions; classification; image analysis; natural shapes; object identification; shape analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9298-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2005.1571625
  • Filename
    1571625