Optics and Precision Engineering, Volume. 28, Issue 7, 1600(2020)

Three-dimensional point cloud object segmentation and collision detection based on depth projection

WANG Zhang-fei1,*... LIU Chun-yang1,2, SUI Xin3, YANG Fang3, MA Xi-qiang3, and CHEN Li-hai12 |Show fewer author(s)
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  • 1[in Chinese]
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    References(22)

    [5] [5] LOU X Y, WANG H, CAI Y F, et al.. Research on real-time road obstacle detection and classification algorithm using 64-line LiDAR [J]. Automotive Engineering, 2019, 41 (7): 779-754. (in Chinese)

    [6] [6] LU X, YAO J, TU J, et al.. Pairwise linkage for point cloud segmentation [J]. ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 2016, 3(3).

    [7] [7] QIN J R, XU W H, MA H H, et al.. DBSCAN clustering algorithm with adaptive local radius [J]. Small Microcomputer System, 2018, 39 (10): 2186-2190. (in Chinese)

    [8] [8] BOGOSLAVSKYI I, STACHNISS C. Efficient online segmentation for sparse 3D laser scans [J]. PFG-Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 2017, 85(1): 41-52.

    [10] [10] WANG CH, ZHANG ZH L, LONG Y, et al.. Research on improved hybrid bounding box collision detection algorithm [J]. Journal of System Simulation, 2019, 30 (11): 4236-4243. (in Chinese)

    [11] [11] CHANG M, PAN LI J, MENG X G, et al.. Research on slope deformation monitoring based on 3D laser scanner [J]. Geodetics and Geodynamics, 2019, 39 (5): 533-537. (in Chinese)

    [12] [12] YUAN H, PANG J K, MO J W. Research on simplified point cloud algorithm based on voxel grid sampling [J]. Television technology, 2015, 39 (17): 43-47. (in Chinese)

    [13] [13] LI Y, WU H Y. Airborne laser scanning data filtering method based on morphological gradient [J]. Journal of Remote Sensing, 2008, 12 (4): 633-639. (in Chinese)

    [14] [14] MIAO Q G, GUO X, SONG J F, et al.. Morphological filtering algorithm of LiDAR point cloud data based on region prediction [J]. Laser & Optoelectronics Progress, 2015, 52 (1): 011003. (in Chinese)

    [16] [16] BOGOSLAVSKYI I, STACHNISS C. Fast range image-based segmentation of sparse 3D laser scans for online operation [C]. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2016: 163-169.

    [18] [18] LUO ZH F, ZHANG Y, WANG ZH G, et al.. Position calibration of laser ranging sensors in autonomous navigation carts [J]. Laser & Optoelectronics Progress, 2017, 54 (6): 062802. (in Chinese)

    [19] [19] LI M L, LIU SH CH, YANG H, et al.. A bi-level optimized method for Lidar point cloud scene segmentation [J]. Journal of Surveying and Mapping, 2018, 47 (2): 269-274. (in Chinese)

    [20] [20] YU R Y, ZHAO J L, YU L, et al.. Collision detection algorithm combining axis-aligned bounding boxes and space division [J]. Journal of Image and Graphics, 2018, 23 (12): 1925-1937. (in Chinese)

    [21] [21] TANG Y H, HOU J, WU T T, et al.. Hybrid collision detection algorithm based on particle transformation and bounding box [J]. Journal of Harbin Engineering University, 2018, 39 (10): 1695-1701. (in Chinese)

    [22] [22] LIU CH, JIANG X J, SHI H B. A fast double-layer bounding box collision detection algorithm [J]. Computer and Modernization, 2018 (5): 6-10. (in Chinese)

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    WANG Zhang-fei, LIU Chun-yang, SUI Xin, YANG Fang, MA Xi-qiang, CHEN Li-hai. Three-dimensional point cloud object segmentation and collision detection based on depth projection[J]. Optics and Precision Engineering, 2020, 28(7): 1600

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    Paper Information

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    Received: Jan. 8, 2020

    Accepted: --

    Published Online: Nov. 2, 2020

    The Author Email: Zhang-fei WANG (wzfhkd@126.com)

    DOI:10.37188/ope.20202807.1600

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