Laser Technology, Volume. 47, Issue 2, 241(2023)

Research on staged registration of point clouds for aeronautical damaged blades

ZHAO Hongzhuang1, LIU Jin1, YANG Haima2, PAN Fangchao1, and CHEN Wei1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(20)

    [1] [1] GUO Y. Three-dimensional reconstruction of aero-engine blade inspection [J]. Science and Technology Innovation Herald, 2020, 17(12): 52-53(in Chinese).

    [2] [2] CHI K H, CHEN M W, WU Y D, et al. Development of a two-line laser 3D scanning system based on the principle of double-triangle ranging [J]. Physics and Engineering, 2019, 29(6): 71-76(in Chinese).

    [3] [3] ZHOU Y, WANG H Ch, DU F R. Algorithm for point cloud construction of linear feature of aeroengine ruled blades [J]. Journal of Aerodynamics, 2014, 29(8): 1832-1837(in Chinese).

    [4] [4] MA B Y, TANG L, ZHAO J, et al. Linear feature detection and mosaic method of wind turbine blade images [J]. Journal of Harbin University of Science and Technology, 2020, 25(5): 83-92(in Ch-inese).

    [5] [5] SONG T, DAI Sh J, ZHOU G X, et al. Research on surface reconstruction of aeroengine blades [J]. Computer Simulation, 2018, 35(4): 33-37(in Chinese).

    [6] [6] ZHANG L N, ZHANG D H. Research on high-precision reconstruction method of blade leading edge[J]. Journal of Aerodynamics, 2006, 21(4): 722-726(in Chinese).

    [7] [7] BESL P, MCKAY N D. A method for registration of 3-D shapes[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 1992, 14(2): 239-256.

    [8] [8] LIU J F, HE X M, HUANG X, et al. Application of ICP algorithm in leaf point cloud data registration [J]. Aeronautical Manufacturing Technology, 2019, 62(12): 79-82(in Chinese).

    [9] [9] LIN X J, WU G, SHAN X F, et al. Improved ICP registration algorithm based on blade section line CMM measurement data [J]. Ch-inese Journal of Mechanical Engineering, 2020, 56(2): 1-8(in Ch-inese).

    [10] [10] SEGAL A, HAEHNEL D, THRUN S. Generalized-ICP[C]// Robotics: Science and Systems Foundation. Seattle, USA: IEEE, 2009: 1-21.

    [11] [11] SERAFIN J, GRISETTI G. NICP: Dense normal based point cloud registration[C]//2015 IEEE/RSJ International Conference on Inte-lligent Robots and Systems (IROS). Hamburg, Germany: IEEE, 2015: 742-749.

    [12] [12] CHEN S Q, ZHANG H Y, ZHAO Ch M, et al. Point cloud registration method based on improved particle swarm algorithm based on beetles [J]. Laser Technology, 2020, 44(6): 678-683(in Ch-inese).

    [15] [15] PROKOP M, SHAIKH S A, KIM K. Low overlapping point cloud registration using line features detection[J]. Remote Sensing, 2019, 12(1): 61-81.

    [16] [16] DAI J L, CHEN Zh Y, YE X Z. Application of ICP algorithm in point cloud registration[J]. Journal of China Image and Graphics, 2007, 12(3): 517-521(in Chinese).

    [17] [17] SHI F Y, ZHANG Ch M, JIANG L H, et al. Optimization and verification of ICP algorithm using principal component analysis [J]. Lasers & Optoelectronics Progress, 2022, 59(16): 1611002 (in Chinese).

    [19] [19] LU T D, YUAN Zh C, ZHENG K. Super 4PCS point cloud registration method combined with scale invariant features [J]. Remote Sensing Information, 2019, 34(5): 15-20(in Chinese).

    [20] [20] ULA S C, TEMELTA S H. 3D Multi-layered normal distribution transform for fast and long range scan matching[J]. Journal of Inte-lligent and Robotic Systems, 2013, 71(1): 85-108.

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    ZHAO Hongzhuang, LIU Jin, YANG Haima, PAN Fangchao, CHEN Wei. Research on staged registration of point clouds for aeronautical damaged blades[J]. Laser Technology, 2023, 47(2): 241

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    Paper Information

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    Received: Feb. 25, 2022

    Accepted: --

    Published Online: Apr. 12, 2023

    The Author Email:

    DOI:10.7510/jgjs.issn.1001-3806.2023.02.013

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