• Laser & Optoelectronics Progress
  • Vol. 59, Issue 10, 1015008 (2022)
Lijun Guo1, Jianwei Zhang1、2, Yanqiong Guo1, Yanzhang Li3, and Kun Ren4、*
Author Affiliations
  • 1National Key Laboratory of Fundamental Science on Synthetic Vision, Sichuan University, Chengdu 610065, Sichuan , China
  • 2College of Computer Science, Sichuan University, Chengdu 610065, Sichuan , China
  • 3Haina Tongchuang Intelligent Technology Co., Ltd., Karamay 834000, Xinjiang , China
  • 4Wisesoft Co., Ltd., Chengdu 610065, Sichuan , China
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    DOI: 10.3788/LOP202259.1015008 Cite this Article Set citation alerts
    Lijun Guo, Jianwei Zhang, Yanqiong Guo, Yanzhang Li, Kun Ren. Three-Dimensional Reconstruction Method Based on Speckle and Phase Hybrid Light Field Modulation[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1015008 Copy Citation Text show less
    Three-dimensional reconstruction platform based on speckle stripe structured light stereo matching
    Fig. 1. Three-dimensional reconstruction platform based on speckle stripe structured light stereo matching
    Flow chart of three-dimensional reconstruction algorithm
    Fig. 2. Flow chart of three-dimensional reconstruction algorithm
    Digital speckle pattern
    Fig. 3. Digital speckle pattern
    Epipolar geometry in binocular stereo vision
    Fig. 4. Epipolar geometry in binocular stereo vision
    Principle of region-based stereo matching
    Fig. 5. Principle of region-based stereo matching
    Standard sinusoidal grating fringe pattern
    Fig. 6. Standard sinusoidal grating fringe pattern
    Rough matching based on speckle
    Fig. 7. Rough matching based on speckle
    Sub-pixel matching based on phase linear interpolation. (a) Matching point on the right side of Xr1; (b) matching point on the left side of Xr1
    Fig. 8. Sub-pixel matching based on phase linear interpolation. (a) Matching point on the right side of Xr1; (b) matching point on the left side of Xr1
    Deformed grating stripes of the face to be tested. (a) Left camera; (b) right camera
    Fig. 9. Deformed grating stripes of the face to be tested. (a) Left camera; (b) right camera
    Processing of the truncated phase boundary. (a) Maximum point of wrapped phase map; (b) minimum point of wrapped phase map
    Fig. 10. Processing of the truncated phase boundary. (a) Maximum point of wrapped phase map; (b) minimum point of wrapped phase map
    Modeling disparity map of the face of the model to be tested. (a) Coarse matching; (b) fine matching
    Fig. 11. Modeling disparity map of the face of the model to be tested. (a) Coarse matching; (b) fine matching
    Experiment platform
    Fig. 12. Experiment platform
    Modeling results of different methods. (a) Texture map of the face to be tested; (b) method I; (c) method II; (d) modeling results of texture sticking of our method; (e) modeling results of our method; (f) method III
    Fig. 13. Modeling results of different methods. (a) Texture map of the face to be tested; (b) method I; (c) method II; (d) modeling results of texture sticking of our method; (e) modeling results of our method; (f) method III
    Measure timeTFTSOurs
    Error /mmError ratio /%Error /mmError ratio /%
    Mean0.03283.080.03393.39
    10.01991.990.02022.02
    20.04584.580.03613.61
    30.03273.270.04534.53
    Table 1. Measurement results of distance of sphere centre
    Measure timeTFTSOurs
    Error /mmError ratio /%Error /mmError ratio /%
    Mean0.04850.0960.05430.107
    10.02260.0450.03460.068
    20.05220.1030.02710.053
    30.07080.1390.10120.199
    Table 2. Measurement results of the diameter of right ball
    MethodAverage distanceStandard deviation
    Method Ⅰ0.3266260.110129
    Method Ⅱ0.2949240.101619
    Ours0.2459870.092571
    Table 3. Face modeling errors of different methods
    MethodMethod ⅠMethod ⅡMethod ⅢOurs
    Time2.83.112.25.2
    Table 4. Modeling time of four methods
    Lijun Guo, Jianwei Zhang, Yanqiong Guo, Yanzhang Li, Kun Ren. Three-Dimensional Reconstruction Method Based on Speckle and Phase Hybrid Light Field Modulation[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1015008
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