APPLIED LASER, Volume. 44, Issue 4, 164(2024)
Feature Point Detection Algorithm of 3D Point Cloud Based on Hierarchical Clustering
[1] [1] GUO Y L, BENNAMOUN M, SOHEL F, et al. A comprehensive performance evaluation of 3D local feature descriptors[J]. International Journal of Computer Vision, 2016, 116(1): 66-89.
[2] [2] KECHAGIAS-STAMATIS O, AOUF N, RICHARDSON M A. 3D automatic target recognition for future LiDAR missiles[J]. IEEE Transactions on Aerospace and Electronic Systems, 2016, 52(6): 2662-2675.
[3] [3] GUO Y L, BENNAMOUN M, SOHEL F, et al. 3D object recognition in cluttered scenes with local surface features: A survey[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36(11): 2270-2287.
[5] [5] GUO J T, WU L X, ZHANG M M, et al. Towards automatic discontinuity trace extraction from rock mass point cloud without triangulation[J]. International Journal of Rock Mechanics and Mining Sciences, 2018, 112: 226-237.
[7] [7] LI X J, CHEN J Q, ZHU H H. A new method for automated discontinuity trace mapping on rock mass 3D surface model[J]. Computers & Geosciences, 2016, 89(C): 118-131.
[8] [8] ZHANG K S, WU W, ZHU H H, et al. A modified method of discontinuity trace mapping using three-dimensional point clouds of rock mass surfaces[J]. Journal of Rock Mechanics and Geotechnical Engineering, 2020, 12(3): 571-586.
[9] [9] KECHAGIAS-STAMATIS O, AOUF N, GRAY G, et al. Local feature based automatic target recognition for future 3D active homing seeker missiles[J]. Aerospace Science and Technology, 2018, 73: 309-317.
[11] [11] CHEN H, BHANU B. 3D free-form object recognition in range images using local surface patches[C]//Proceedings of the 17th International Conference on Pattern Recognition, ICPR. Cambridge, UK: IEEE, 2004: 136-139.
[13] [13] ZHONG Y. Intrinsic shape signatures: A shape descriptor for 3D object recognition[C]//2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops. Kyoto, Japan: IEEE, 2009: 689-696.
[14] [14] SIPIRAN I, BUSTOS B. Harris 3D: A robust extension of the Harris operator for interest point detection on 3D meshes[J]. The Visual Computer, 2011, 27(11): 963-976.
[16] [16] UNNIKRISHNAN R, HEBERT M. Multi-scale interest regions from unorganized point clouds[C]//2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. Anchorage, AK, USA. IEEE, 2008: 1-8.
[17] [17] ZAHARESCU A, BOYER E, VARANASI K, et al. Surface feature detection and description with applications to mesh matching[C]//2009 IEEE Conference on Computer Vision and Pattern Recognition. Miami, FL, USA: IEEE, 2009: 373-380.
[18] [18] CASTELLANI U, CRISTANI M, FANTONI S, et al. Sparse points matching by combining 3D mesh saliency with statistical descriptors[J]. Computer Graphics Forum, 2008, 27(2): 643-652.
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Ma Xuelei, Xue Heru, Zhou Yanqing. Feature Point Detection Algorithm of 3D Point Cloud Based on Hierarchical Clustering[J]. APPLIED LASER, 2024, 44(4): 164
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Received: Sep. 7, 2022
Accepted: Dec. 13, 2024
Published Online: Dec. 13, 2024
The Author Email: Xue Heru (xuehr@imau.edu.cn)