Laser & Optoelectronics Progress, Volume. 57, Issue 6, 061016(2020)

Local Threshold Segmentation Method Based on Multi-Direction Grayscale Wave for Image

Zhengping Wu**, Zhanwen Ma*, Hua Yan, Zhaomeng Zhang, and Fan Yin
Author Affiliations
  • College of Electrical Engineering & Renewable Energy, China Three Gorges University, Yichang, Hubei 201306, China
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    Figures & Tables(8)
    Rice gay image
    Three-dimension topographic image of rice
    One-direction grayscale wave curve
    Grayscale wave curve
    Local threshold segmentation curve of rice image. (a) Line 30 of the grayscale wave curve; (b) column 210 of the grayscale wave curve
    Four-direction one-dimension threshold segmentation of rice image. (a) Horizontal direction sub-image; (b) vertical direction sub-image; (c) left diagonal directional sub-image; (d) right diagonal directional sub-image; (e) segmentation results after an and operation
    Experimental results of various methods. (a)Raw images; (b) 2DOtsu method; (c) 2DTE method; (d) Niblack method; (e) our method
    • Table 1. Running time of different algorithms unit: s

      View table

      Table 1. Running time of different algorithms unit: s

      Image2DOtsu2DTENiblackOur method
      Rice30.041.4214.146.95
      Carve77.771.728104.6275.12
      Cap76.451.74971.6129.38
      Watch76.041.793115.3752.73
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    Zhengping Wu, Zhanwen Ma, Hua Yan, Zhaomeng Zhang, Fan Yin. Local Threshold Segmentation Method Based on Multi-Direction Grayscale Wave for Image[J]. Laser & Optoelectronics Progress, 2020, 57(6): 061016

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    Paper Information

    Category: Image Processing

    Received: Jul. 31, 2019

    Accepted: Sep. 2, 2019

    Published Online: Mar. 6, 2020

    The Author Email: Zhengping Wu (411903566@qq.com), Zhanwen Ma (1210480369@qq.com)

    DOI:10.3788/LOP57.061016

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