• Laser & Optoelectronics Progress
  • Vol. 56, Issue 9, 091009 (2019)
Siyong Fu1、2 and Lushen Wu1、*
Author Affiliations
  • 1 School of Mechatronics Engineering, Nanchang University, Nanchang, Jiangxi 330031, China
  • 2 ZTE School of Communication and Information Engineering, Xinyu University, Xinyu, Jiangxi 338024, China
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    DOI: 10.3788/LOP56.091009 Cite this Article Set citation alerts
    Siyong Fu, Lushen Wu. Feature Extraction from 3D Point Clouds Based on Linear Intercept Ratio[J]. Laser & Optoelectronics Progress, 2019, 56(9): 091009 Copy Citation Text show less
    References

    [1] Fu S Y, Wu L S, Chen H W. Point cloud simplification method based on space grid dynamic partitioning[J]. Acta Optica Sinica, 37, 1115007(2017).

    [2] Li R Z, Yang M, Liu Y Y et al. An uniform simplification algorithm for scattered point cloud[J]. Acta Optica Sinica, 37, 0710002(2017).

    [3] Zhang Q S, Zhou Y, Hu X M. Hand vein recognition based on three dimensional point clouds matching[J]. Acta Optica Sinica, 35, 0115005(2015).

    [4] Deng B W, Wang Z B, Jin Y et al. Feature extraction method of laser scanning point cloud based on morphological gradient[J]. Laser & Optoelectronics Progress, 55, 051203(2018).

    [5] Li R Z, Yang M, Tian Y et al. Point cloud registration algorithm based on the ISS feature points combined with improved ICP algorithm[J]. Laser & Optoelectronics Progress, 54, 111503(2017).

    [6] Gumhold S, Wang X L, Macleod R. Feature extraction from point clouds. [C]∥Proceedings of 10th International Meshing Roundtable, Sandia National Laboratories, October 7-10, 2001, Newport Beach, California, U.S.A. [S.l.:s.n.], 293-305(2001).

    [7] Pauly M, Gross M, Kobbelt L P. Efficient simplification of point-sampled surfaces. [C]∥Proceedings of the Conference on Visualization, October 27-November 1, 2002, Boston, MA, USA. New York: IEEE, 163-170(2002).

    [8] Nie J H, Liu Y, Gao H et al. Feature line detection from point cloud based on signed surface variation and region segmentation[J]. Journal of Computer-Aided Design & Computer Graphics, 27, 2332-2339(2015).

    [9] Nie J H. Extracting feature lines from point clouds based on smooth shrink and iterative thinning[J]. Graphical Models, 84, 38-49(2016). http://dl.acm.org/citation.cfm?id=2956416

    [10] Pauly M, Keiser R, Gross M. Multi-scale feature extraction on point-sampled surfaces[J]. Computer Graphics Forum, 22, 281-289(2003). http://onlinelibrary.wiley.com/doi/10.1111/1467-8659.00675/full

    [11] 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, 36, 2270-2287(2014). http://europepmc.org/abstract/MED/26353066

    [12] Guo Y L, Bennamoun M, Sohel F et al. A comprehensive performance evaluation of 3D local feature descriptors[J]. International Journal of Computer Vision, 116, 66-89(2016). http://link.springer.com/article/10.1007/s11263-015-0824-y

    [13] Ho H T, Gibbins D. Curvature-based approach for multi-scale feature extraction from 3D meshes and unstructured point clouds[J]. IET Computer Vision, 3, 201-212(2009). http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5353113

    [14] Wushour S, Cao J M. An extraction algorithm for sharp feature points from point clouds[J]. Journal of Xi'an Jiaotong University, 46, 1-5, 73(2012).

    [15] Pang X F, Pang M Y, Xiao C X. An algorithm for extracting and enhancing valley-ridge features from point sets[J]. Acta Automatica Sinica, 36, 1073-1083(2010).

    [16] Liu Y, Wang C Y, Gao N et al. Point cloud adaptive simplification of feature extraction[J]. Optics and Precision Engineering, 25, 245-254(2017).

    [17] Wang L H, Yuan B Z. Feature point detection for 3D scattered point cloud model[J]. Signal Processing, 27, 932-938(2011).

    [18] Huang Y, Da F P, Tao H J. An automatic registration algorithm for point cloud based on feature extraction[J]. Chinese Journal of Lasers, 42, 0308002(2015).

    [19] Zhang Y H, Geng G H, Wei X R et al. Point clouds simplification with geometric feature reservation[J]. Journal of Computer-Aided Design & Computer Graphics, 28, 1420-1427(2016).

    [20] Zhang Y H, Geng G H, Wei X R et al. A statistical approach for extraction of feature lines from point clouds[J]. Computers & Graphics, 56, 31-45(2016). http://dl.acm.org/citation.cfm?id=2933031

    [21] Hoppe H. DeRose T, Duchamp T, et al. Surface reconstruction from unorganized points. [C]∥SIGGRAPH '92 Proceedings of the 19th Annual Conference on Computer Graphics and Interactive Techniques, New Yok: ACM, 71-78(1992).

    [22] Zhang Y H, Geng G H, Wei X R et al. Feature extraction of point clouds using the DBSCAN clustering[J]. Journal of Xidian University, 44, 114-120(2017).

    Siyong Fu, Lushen Wu. Feature Extraction from 3D Point Clouds Based on Linear Intercept Ratio[J]. Laser & Optoelectronics Progress, 2019, 56(9): 091009
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