• DocumentCode
    2306275
  • Title

    A fast algorithm for three-Dimensional Otsu’s Thresholding method

  • Author

    Wang Lei ; Duan Huichuan ; Wang Jinling

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Shandong Normal Univ., Jinan
  • fYear
    2008
  • fDate
    12-14 Dec. 2008
  • Firstpage
    136
  • Lastpage
    140
  • Abstract
    While performing well in segmenting on images with low SNR and low contrast, the three-Dimensional Otsupsilas threshold algorithm has the disadvantage of high computational complexity. By removing the redundant computation and computing look-up table with iteration, this paper improves the complexity greatly and gives a fast algorithm for the three-Dimensional Otsupsilas threshold algorithm. experimental results show that the algorithm reduces calculation time substantially with no quality loss in the threshold compared with the original algorithm.
  • Keywords
    computational complexity; image segmentation; table lookup; computational complexity; image segmentation; look-up table; redundant computation; three-dimensional Otsu´s thresholding method; Biomedical imaging; Computational complexity; Degradation; Digital images; Histograms; Image segmentation; Information science; Pixel; Signal to noise ratio; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine and Education, 2008. ITME 2008. IEEE International Symposium on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-3616-3
  • Electronic_ISBN
    978-1-4244-2511-2
  • Type

    conf

  • DOI
    10.1109/ITME.2008.4743838
  • Filename
    4743838