• Acta Optica Sinica
  • Vol. 43, Issue 14, 1411003 (2023)
Sufeng Zhuang, Dawei Tu*, and Jianye Liu
Author Affiliations
  • School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200072, China
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    DOI: 10.3788/AOS230503 Cite this Article Set citation alerts
    Sufeng Zhuang, Dawei Tu, Jianye Liu. Underwater Binocular Vision 3D Imaging with Active Speckle Projection[J]. Acta Optica Sinica, 2023, 43(14): 1411003 Copy Citation Text show less
    Underwater binocular vision imaging system based on active speckle projection
    Fig. 1. Underwater binocular vision imaging system based on active speckle projection
    Speckle patterns generated by the computer. (a) Speckle density is 1%, speckle size is 4 pixel, and size of each speckle is 2 pixel×2 pixel; (b) speckle density is 2%, speckle size is 9 pixel, and size of each speckle is 3 pixel×3 pixel
    Fig. 2. Speckle patterns generated by the computer. (a) Speckle density is 1%, speckle size is 4 pixel, and size of each speckle is 2 pixel×2 pixel; (b) speckle density is 2%, speckle size is 9 pixel, and size of each speckle is 3 pixel×3 pixel
    Underwater active speckle projection and camera imaging
    Fig. 3. Underwater active speckle projection and camera imaging
    Schematic of active projection speckle binocular stereo imaging
    Fig. 4. Schematic of active projection speckle binocular stereo imaging
    Underwater binocular stereo camera imaging model with active speckle projection
    Fig. 5. Underwater binocular stereo camera imaging model with active speckle projection
    Influence of the speckle size on matching accuracy
    Fig. 6. Influence of the speckle size on matching accuracy
    Influence of speckle density on matching accuracy
    Fig. 7. Influence of speckle density on matching accuracy
    Matching error of corresponding points at different distances. (a) Z=2400 mm; (b) Z=2800 mm; (c) Z=3200 mm; (d) Z=3600 mm
    Fig. 8. Matching error of corresponding points at different distances. (a) Z=2400 mm; (b) Z=2800 mm; (c) Z=3200 mm; (d) Z=3600 mm
    Experimental equipment. (a) Underwater binocular stereo vision device; (b) projector
    Fig. 9. Experimental equipment. (a) Underwater binocular stereo vision device; (b) projector
    Experiment scene
    Fig. 10. Experiment scene
    Motion diagram of underwater target
    Fig. 11. Motion diagram of underwater target
    Underwater images acquired by left camera. (a) Image of frame 1; (b) image of frame 2; (c) image of frame 3; (d) image of frame 4
    Fig. 12. Underwater images acquired by left camera. (a) Image of frame 1; (b) image of frame 2; (c) image of frame 3; (d) image of frame 4
    3D point cloud and fitting sphere at different motion positions. (a) 3D point cloud at frame 1; (b) 3D point cloud at frame 2; (c) 3D point cloud at frame 3; (d) 3D point cloud at frame 4
    Fig. 13. 3D point cloud and fitting sphere at different motion positions. (a) 3D point cloud at frame 1; (b) 3D point cloud at frame 2; (c) 3D point cloud at frame 3; (d) 3D point cloud at frame 4
    ParameterLeft cameraRight camera
    (fx,fy)(6763.1897,6763.8273)(6761.4365,6761.4764)
    (u0,v0)(2041.5508,1451.1157)(2135.5726,1498.5434)
    kc(k1,k2,k3,p1,p2)(-0.01825,0.06559,0.00134)(-0.02241,0.13610,0.00037)
    E10.02240.0235
    n[0.002398 0.013658][-0.002076 0.010830]
    d /mm71.945574.9998
    Ra /mm[-0.0028 -0.0024 0.0380]
    Ta /mm[-352.0986 -7.6429 8.4047]
    Rw /mm[-0.0056 0.0016 0.0380]
    Tw /mm[-352.0805 -7.7374 9.0523]
    E20.2304
    Table 1. Calibration parameters of active speckle underwater binocular vision imaging system
    No.Measurement value of ball diameter at the maximum instantaneous speed(the lowest point)/mmError /mmSD /mm
    1201.92.12.4
    2202.52.7
    3202.32.5
    4202.12.3
    5202.22.4
    6202.42.6
    7202.12.3
    8201.71.9
    9202.42.6
    10202.62.8
    Table 2. Error and standard deviation of standard ball