Laser & Infrared, Volume. 54, Issue 6, 864(2024)

Point cloud registration optimization based on fusion of supervoxels and geometric features

LIU Yao-wen, BI Yuan-wei*, ZHANG Lu-jian, and HUANG Yan-sen
Author Affiliations
  • School of Computer and Control Engineering, Yantai University, Yantai 264005, China
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    References(10)

    [2] [2] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 2004, 60: 91-110.

    [4] [4] Zhong Y. Intrinsic shape signatures: a shape descriptor for 3D object recognition[C]//2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops. IEEE, 2009: 689-696.

    [6] [6] Besl P J, McKay N D. Method for registration of 3-D shapes[C]//Sensor Fusion IV: Control Paradigms and Data Structures. SPIE, 1992, 1611: 586-606.

    [7] [7] Segal A, Haehnel D, Thrun S. Generalized-icp[J]//Robotics: Science and Systems, 2009, 2(4): 435.

    [12] [12] Papon J, Abramov A, Schoeler M, et al. Voxel cloud connectivity segmentation-supervoxels for point clouds[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013: 2027-2034.

    [13] [13] Ge Z, Shen X, Gao Q, et al. A fast point cloud recognition algorithm based on keypoint pair feature[J]. Sensors, 2022, 22(16): 6289.

    [14] [14] Rusu R B, Blodow N, Beetz M. Fast point feature histograms (FPFH) for 3D registration[C]//2009 IEEE International Conference on Robotics and Automation, IEEE, 2009: 3212-3217.

    [17] [17] Magnusson. The three-dimensional normal-distributions transform: an efficient representation for registration, surface analysis, and loop detection[D]. rebro: rebro Universitet, 2009.

    [18] [18] Theiler P W, Wegner J D, Schindler K. Keypoint-based 4-points congruent sets-automated marker-less registration of laser scans[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 96: 149-163.

    [19] [19] Chen Y, Medioni G. Object modelling by registration of multiple range images[J]. Image and Vision Computing, 1992, 10(3): 145-155.

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    LIU Yao-wen, BI Yuan-wei, ZHANG Lu-jian, HUANG Yan-sen. Point cloud registration optimization based on fusion of supervoxels and geometric features[J]. Laser & Infrared, 2024, 54(6): 864

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    Paper Information

    Category:

    Received: Sep. 7, 2023

    Accepted: May. 21, 2025

    Published Online: May. 21, 2025

    The Author Email: BI Yuan-wei (byw@ytu.edu.cn)

    DOI:10.3969/j.issn.1001-5078.2024.06.004

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