• DocumentCode
    535507
  • Title

    A binarization algorithm for digital meter image based on gray-scale morphology

  • Author

    Lei, Haijun ; Li, Lingmin ; Zhang, Panpan ; Wang, Ming ; Li, Xianyi

  • Author_Institution
    Coll. of Comput. & Software, Shenzhen Univ., Shenzhen, China
  • Volume
    5
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    2427
  • Lastpage
    2429
  • Abstract
    Through analyzing and researching the characteristic of the digital meter image and the effect of the top-hat transform and bottom-hat transform, a kind of binarization algorithm for digital meter image based on gray-scale morphology is presented. A gray-scale digital meter image is processed by top-hat transform and bottom-hat transform separately after a specifically kind of structuring element is chosen. And then, a contrast enhancement image is achieved by subtracting the image obtained by bottom-hat transform from the original image plus the image obtained by Top-hat transform. The binarization procedure is accomplished after threshold value is acquired by the adaptive threshold method. The Experimental results show the effectiveness and robustness for digital meter image with uneven illumination of the algorithm.
  • Keywords
    digital multimeters; image enhancement; transforms; binarization algorithm; bottom-hat transform; contrast enhancement image; digital meter image; gray-scale morphology; top-hat transform; Algorithm design and analysis; Filtering; Gray-scale; Lighting; Morphology; Noise; Transforms; binarization; bottom-hat transform; gray-scale morphology; top-hat transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5648276
  • Filename
    5648276