• DocumentCode
    550504
  • Title

    Label pressed protuberant characters segmentation based on surface curvature

  • Author

    Chen Wei ; Lu Changhou ; Qiu Huadong

  • Author_Institution
    Dept. of Mech. Eng., Shandong Univ., Jinan, China
  • fYear
    2011
  • fDate
    22-24 July 2011
  • Firstpage
    3070
  • Lastpage
    3072
  • Abstract
    According to label image characteristic, the pressed protuberant characters segmentation method is proposed based on shape index. The pressed protuberant characters and the print character image is withdraws with the morphology processing. obtains the surface gradient is gathered through the shape from shading method, then obtains the shape index operator, and realizes the classification by this as the feature vector through the support vector machines method. Compares with the classics image segmentation algorithm, this algorithm has the very big serviceability when grayscale image distribute is non-uniform.
  • Keywords
    computational geometry; image classification; image colour analysis; image segmentation; support vector machines; grayscale image; label image characteristic; label pressed protuberant characters segmentation; morphology processing; print character image; shading method; shape index operator; support vector machines; surface curvature; surface gradient; Classification algorithms; Electronic mail; Image segmentation; Indexes; Shape; Support vector machines; Surface morphology; Characters Segmentation; Pressed Protuberant Characters; Shape From Shading; Shape Index; Support Vector Machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2011 30th Chinese
  • Conference_Location
    Yantai
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4577-0677-6
  • Electronic_ISBN
    1934-1768
  • Type

    conf

  • Filename
    6000843