• DocumentCode
    1730979
  • Title

    Application of mathematical morphology and canny operator in pattern extraction of wood decay image

  • Author

    Hou, Weiping ; Wang, Lihai

  • Author_Institution
    Eng. & Technol. Coll., Northeast Forestry Univ., Harbin, China
  • Volume
    1
  • fYear
    2011
  • Firstpage
    306
  • Lastpage
    309
  • Abstract
    According to the theory of mathematical morphological, edge detection operators and characteristics of wood decay image, a multi-structure element multi-scale edge detection algorithm based on mathematical morphology is proposed. The image is filtered by an alternative-order morphological corrosion-expansion filter with a multi-scale element, and the edge information is obtained using multi-structure elements open-close operation. Canny operator is used to extract the edge of the decay image. Experimental results show that the proposed algorithm is insensitive to noise and is efficient in edge detection.
  • Keywords
    edge detection; feature extraction; filtering theory; mathematical morphology; Canny operator; alternative-order morphological corrosion-expansion filter; edge detection operators; mathematical morphology; multistructure element multiscale edge detection algorithm; pattern extraction; wood decay image; Detectors; Feature extraction; Filtering theory; Image edge detection; edge detection; image processing; mathematical morphology; multi-scale multi-structure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Network Technology (ICCSNT), 2011 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4577-1586-0
  • Type

    conf

  • DOI
    10.1109/ICCSNT.2011.6181963
  • Filename
    6181963