Laser & Optoelectronics Progress, Volume. 56, Issue 15, 151007(2019)

Image Preprocessing Method Based on Bilateral Filtering Combined with Guided Filtering to Enhance Laser Three-Dimensional Images

Yuanmiao Li*, Huayan Sun, and Huichao Guo
Author Affiliations
  • Department of Electronic and Optical Engineering, Space Engineering University, Beijing 101416, China
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    Figures & Tables(9)
    Spatial correlation function of triangular range-intensity for three-dimensional reconstruction
    Original two-dimensional gate images and gray distribution curves. (a)(b) Two-dimensional gate images; (c) gray distribution curves
    Comparison of gray value distribution curves of two two-dimensional gate images before and after bilateral filtering
    Results of guided filtering of image including four-layer detail information. (a)(b) Results after guided filtering; (c)(d) images of four detail layers
    Effect of pre-processing on original image. (a) Comparison of gray value distribution curves before and after guided filtering; (b)(c) comparison of SSIM values of time-slicing images
    Three-dimensional reconstruction images. (a) Reconstruction of original image; (b) reconstruction of images after bilateral filtering; (c) reconstruction of images after guided filtering with four detail layers combined with bilateral filtering; (d) reconstruction of images after guided filtering with two detail layers; (e) reconstruction of images after guided filtering with three detail layers; (f) reconstruction of images after guided filtering with four detail layers
    Sampling of pixel information in three-dimensional reconstruction. (a) 260 columns; (b) 300 rows
    Local structure extraction from Figs. 6(a) and 6(c). (a)(b) Edge area in 70 pixel×70 pixel; (c)(d) internal structure area in 120 pixel×120 pixel
    • Table 1. Image quality evaluation based on BRISQUE model

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      Table 1. Image quality evaluation based on BRISQUE model

      Detail layer02345
      Quality score (0-100, 0 represents the bestquality, and 100 represents the worst)69.821449.977541.641740.517842.7348
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    Yuanmiao Li, Huayan Sun, Huichao Guo. Image Preprocessing Method Based on Bilateral Filtering Combined with Guided Filtering to Enhance Laser Three-Dimensional Images[J]. Laser & Optoelectronics Progress, 2019, 56(15): 151007

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    Paper Information

    Category: Image Processing

    Received: Jan. 24, 2019

    Accepted: Mar. 7, 2019

    Published Online: Aug. 5, 2019

    The Author Email: Yuanmiao Li (liyuanmiao65@foxmail.com)

    DOI:10.3788/LOP56.151007

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