• DocumentCode
    3564477
  • Title

    Image thresholding method based on uneven lighting

  • Author

    Zhang Jian ; Zheng Tengjiao ; Fu Xiang ; Wang Wei ; Huo Niuyi

  • Author_Institution
    Sch. of Inf. & Electr. Eng., Hunan Univ. of Sci. & Technol., Xiang Tan, China
  • fYear
    2013
  • Firstpage
    4549
  • Lastpage
    4552
  • Abstract
    According to the poor effect of segmentation problem of traditional segmentation method in the disposing of the text image because of the uneven illumination, this paper proposes a new method of image segmentation. First, the method calculates average value of original text image, with the average divided by image matrix of each element, it will get equilibrium matrix. Then, according the pixel numbers of text gestures in the text image to determine the Laplace template, combining this template and the original image convolution operation to get filtering image, and using the filtering image matrix to multiply the homologous elements in equilibrium matrix, it will get a relatively uniform background illumination image. Last, disposing the image with threshold segmentation, and eliminating hot pixel according variance, it will get a perfect segmentation result. The method has been simulated, and the results show that for non-uniform illumination text image, this method can obtain better segmentation effect.
  • Keywords
    image segmentation; lighting; matrix algebra; Laplace template; equilibrium matrix; filtering image; homologous elements; hot pixel according variance elimination; image convolution operation; image matrix; image segmentation method; image thresholding method; pixel numbers; relatively uniform background illumination image; segmentation effect; text image disposal; threshold segmentation; uneven lighting; Abstracts; Educational institutions; Electrical engineering; Electronic mail; Filtering; Image segmentation; Lighting; Image Segmentation; Laplacian; Uneven Lighting; equivalence factor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2013 32nd Chinese
  • Type

    conf

  • Filename
    6640222