• Laser & Optoelectronics Progress
  • Vol. 56, Issue 19, 192803 (2019)
Weigang Lu1、* and Zhiping Zhou1、2
Author Affiliations
  • 1School of Internet of Things Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China
  • 2Engineering Research Center of Internet of Things Technology Applications, Ministry of Education, Jiangnan University, Wuxi, Jiangsu 214122, China
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    DOI: 10.3788/LOP56.192803 Cite this Article Set citation alerts
    Weigang Lu, Zhiping Zhou. Point Cloud Registration Algorithm for Augmented Reality[J]. Laser & Optoelectronics Progress, 2019, 56(19): 192803 Copy Citation Text show less
    Frequency of error between qc and qc*
    Fig. 1. Frequency of error between qc and qc*
    Comparison of searching algorithms
    Fig. 2. Comparison of searching algorithms
    Registration results. (a) Buddha for registration; (b) result of Super4PCS; (c) result of FPFH; (d) result of TrimmedICP; (e) result of our method
    Fig. 3. Registration results. (a) Buddha for registration; (b) result of Super4PCS; (c) result of FPFH; (d) result of TrimmedICP; (e) result of our method
    Registration results of real data. (a) (f) Point clouds for registration; (b)(g) result of Super4PCS; (c)(h) result of FPFH; (d) result of TrimmedICP; (e)(j) result of our method
    Fig. 4. Registration results of real data. (a) (f) Point clouds for registration; (b)(g) result of Super4PCS; (c)(h) result of FPFH; (d) result of TrimmedICP; (e)(j) result of our method
    MethodCOIR /%FPR /%
    RANSAC94.464.2
    RPCA88.18.2
    Our method92.88.6
    Table 1. Comparison of noise recognition accuracy
    MethodTime /seRet
    BunnyDragonBuddhaBunnyDragonBuddhaBunnyDragonBuddha
    TrimmedICP[8]38.524.180.60.0120.0140.0150.2480.2540.183
    FPFH[10]57.632.4176.30.0190.0250.0210.7560.5610.282
    Super4PCS[14]29.521.363.50.0180.0210.0160.4250.3640.315
    Our method2.30.83.20.0130.0190.0160.3120.3190.297
    Table 2. Comparison of point cloud registration algorithms
    MethodTime /seRet
    SofaCanSofaCanSofaCan
    TrimmedICP[8]56.540.20.0110.0120.1570.098
    FPFH[10]75.350.20.0160.0860.3730.325
    Super4PCS[14]23.517.20.0160.0350.2150.217
    Our method2.81.60.0120.0210.2130.129
    Table 3. Comparison of registration algorithms on Kinect point cloud
    Weigang Lu, Zhiping Zhou. Point Cloud Registration Algorithm for Augmented Reality[J]. Laser & Optoelectronics Progress, 2019, 56(19): 192803
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