Laser & Optoelectronics Progress, Volume. 56, Issue 1, 011203(2019)

Three-Dimensional Point Cloud Registration Based on Independent Component Analysis

Ming Liu1, Qin Shu1、*, Yunxiu Yang2, and Fei Yuan2
Author Affiliations
  • 1 School of Electrical Engineering and Information, Sichuan University, Chengdu, Sichuan 610065, China
  • 2 Southwest Institute of Technical Physics, Chengdu, Sichuan 610041, China
  • show less
    References(25)

    [1] Yoshioka H. Zhu J, et al. Automatic segmentation and feature identification of laser scanning point cloud data for reverse engineering. [C]∥Proceedings of 2016 International Symposium on Flexible Automation, 278-285(2016).

    [7] Besl P J. McKay N D. A method for registration of 3-D shapes[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 239-256(1992).

    [12] Rusu R B, Blodow N, Marton Z C et al. Aligning point cloud views using persistent feature histograms. [C]∥Proceedings of 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 3384-3391(2008).

    [15] Wilkowski A, Stefańczyk M. Detection and recognition of compound 3D models by hypothesis generation. [C]∥Proceedings of International Conference on Automation, 659-668(2016).

    [22] Jutten C. Independent components analysis versus principal components analysis[J]. Signal Processing IV Theories & Applications Grenoble France, 12, 41-64(1988).

    [24] Jia R S, Zhao T B, Sun H M et al. Micro-seismic signal denoising method based on empirical mode decomposition and independent component analysis[J]. Chinese Journal of Geophysics, 58, 1013-1023(2015).

    Tools

    Get Citation

    Copy Citation Text

    Ming Liu, Qin Shu, Yunxiu Yang, Fei Yuan. Three-Dimensional Point Cloud Registration Based on Independent Component Analysis[J]. Laser & Optoelectronics Progress, 2019, 56(1): 011203

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Jun. 26, 2018

    Accepted: Jul. 18, 2018

    Published Online: Aug. 1, 2019

    The Author Email: Qin Shu (shuchin@163.com)

    DOI:10.3788/LOP56.011203

    Topics