• Laser & Optoelectronics Progress
  • Vol. 57, Issue 6, 061016 (2020)
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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    DOI: 10.3788/LOP57.061016 Cite this Article Set citation alerts
    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 Copy Citation Text show less
    Rice gay image
    Fig. 1. Rice gay image
    Three-dimension topographic image of rice
    Fig. 2. Three-dimension topographic image of rice
    One-direction grayscale wave curve
    Fig. 3. One-direction grayscale wave curve
    Grayscale wave curve
    Fig. 4. 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
    Fig. 5. 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
    Fig. 6. 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
    Fig. 7. Experimental results of various methods. (a)Raw images; (b) 2DOtsu method; (c) 2DTE method; (d) Niblack method; (e) our method
    Image2DOtsu2DTENiblackOur method
    Rice30.041.4214.146.95
    Carve77.771.728104.6275.12
    Cap76.451.74971.6129.38
    Watch76.041.793115.3752.73
    Table 1. Running time of different algorithms unit: s
    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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