Laser & Optoelectronics Progress, Volume. 57, Issue 24, 241020(2020)

Three-Dimensional Surface Reconstruction Based on Edge Detection and Reliability Sorting Algorithm

Zihao Yu1, Jin Liu1、*, Haima Yang2、*, Pengcheng Zhang1, and Yi Chen2
Author Affiliations
  • 1College of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China
  • 2College of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    Figures & Tables(16)
    Schematic diagram of the structured light 3D reconstruction system
    Schematic diagram of the triangulation method
    Reliability value between adjacent pixels. (a) Reliability value of a single pixel; (b) reliability value of the expanded path
    Process of reliability sequencing. (a) First time; (b) second time; (c) third time; (d) fourth time
    Edge detection results of the three operators. (a) Laplacian operator; (b) LoG operator; (c) Canny operator
    Process of edge detection processing. (a) Ear modulation map with missing information; (b) image obtained after NMS processing; (c) image obtained after edge processing
    Flow chart of phase unwrapping
    Error analysis of phase unwrapping. (a) 3D description of the phase function; (b) phase unwrapping errors of different algorithms
    Phase unwrapping results of our algorithm in different environments. (a) Ideal situation; (b) random noise; (c) information loss; (d) random noise and information loss
    Physical map of the built system
    Image and ear model modulation after the raster is expanded. (a) Unfolded image of grating phase; (b) modulated grating image of ear model
    Results obtained by the Goldstein branch cutting method. (a) 2D image of the ear model; (b) ear model after phase expansion; (c) true height of the ear model
    Wrapping phase and phase unfolding diagrams of the two algorithms. (a)-(b) Least square method; (c)-(d) our algorithm
    Phase unwrapping results of the two algorithms. (a) Least squares algorithm (2D); (b) our algorithm (2D); (c) least squares algorithm (3D); (d) our algorithm (3D)
    Cochlear model obtained by 3D reconstruction
    • Table 1. Phase unfolding time of our algorithm in different environments unit: s

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      Table 1. Phase unfolding time of our algorithm in different environments unit: s

      Simulation environmentIdeal situationRandom noiseInformation lostRandom noise and information lost
      Simulation time0.9086.0780.6853.217
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    Zihao Yu, Jin Liu, Haima Yang, Pengcheng Zhang, Yi Chen. Three-Dimensional Surface Reconstruction Based on Edge Detection and Reliability Sorting Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(24): 241020

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    Paper Information

    Category: Image Processing

    Received: Apr. 27, 2020

    Accepted: Jun. 28, 2020

    Published Online: Nov. 18, 2020

    The Author Email: Liu Jin (flyingpine@sina.com), Yang Haima (flyingpine@sina.com)

    DOI:10.3788/LOP57.241020

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