• DocumentCode
    2734025
  • Title

    Volume estimation of apple fruits using image processing

  • Author

    Iqbal, S. Md ; Gopal, A. ; Sarma, A.S.V.

  • Author_Institution
    Central Electron. Eng. Res. Inst., CSIR, Chennai, India
  • fYear
    2011
  • fDate
    3-5 Nov. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The present paper describes analytical methods for estimation of volume of axi-symmetric fruits like apples based on single view fruit images and the shape-based analytical models. The fruits are categorized into spherical, ellipsoid and paraboloid shapes with appropriate analytical models for their volume estimation. The methods analyze the single view fruit images to extract the eccentricity and shape related parameters and use appropriate shape models for estimating the volume. The proposed methods were tested in the laboratory and found to be reasonably accurate.
  • Keywords
    feature extraction; food products; image processing; shape recognition; apple fruits; axisymmetric fruit volume estimation; eccentricity extraction; ellipsoid shapes; image processing; paraboloid shapes; shape related parameters; shape-based analytical models; single view fruit images; spherical shapes; volume estimation; Approximation methods; Ellipsoids; Estimation; Shape; Solid modeling; Volume measurement; Wavelength division multiplexing; axi-symmetric fruits; image processing; machine vision; single view; volume estimate;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Information Processing (ICIIP), 2011 International Conference on
  • Conference_Location
    Himachal Pradesh
  • Print_ISBN
    978-1-61284-859-4
  • Type

    conf

  • DOI
    10.1109/ICIIP.2011.6108909
  • Filename
    6108909