Acta Optica Sinica, Volume. 37, Issue 8, 0828004(2017)

Improved Method for LiDAR Point Cloud Data Filtering Based on Hierarchical Pseudo-Grid

Zuowei Huang1、*, Feng Liu2, and Guangwei Hu1
Author Affiliations
  • 1 School of Architecture and Urban Planning, Hunan University of Technology, Zhuzhou, Hunan 412000, China
  • 2 School of Geosciences and Information-Physics, Central South University, Changsha, Hunan 410083, China
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    References(16)

    [1] Cheng Xuewu, Song Juan, Li Faquan et al. Dual-wavelength high altitude detecting lidar technology[J]. Chinese J Lasers, 33, 601-606(2006).

    [2] Cheng Xiaojun, Cheng Xiaolong, Hu Minjie et al. Buildings detection and contour extraction by fusion of aerial images and LIDAR point cloud[J]. Chinese J Lasers, 43, 0514002(2016).

    [3] Zhao Mingbo, He Jun, Tian Junsheng et al. Ladar data filtering method based on improved progressive multi-scale mathematic morphology[J]. Acta Optica Sinica, 33, 0328001(2013).

    [5] Liu Jingnan, Zhang Xiaohong. Classification of laser scanning altimetry data using laser intensity[J]. Geomatics and Information Science of Wuhan University, 30, 189-193(2005).

    [6] Sun Meiling, Li Yongshu, Chen Qiang et al. Iterative multiscale filter based on morphological opening by reconstruction for LiDAR urban data[J]. Infrared and Laser Engineering, 44, 363-369(2015).

    [15] Liu Dong, Tao Zongming, Wu Decheng et al. Development of three-wavelength-Raman-polarization lidar system and case study[J]. Acta Optica Sinica, 33, 0228001(2013).

    [16] Samadzadegan F, Bigdeli B, Ramzi P. A multiple classifier system for classification of LIDAR remote sensing data using multi-class SVM[C]. MCS'10 Proceedings of the 9th International Conference on Multiple Classifier Systems, 5997, 254-263(2010).

    CLP Journals

    [1] Zhenyang Hui, Penggen Cheng, Yunlan Guan, Yunju Nie. Review on Airborne LiDAR Point Cloud Filtering[J]. Laser & Optoelectronics Progress, 2018, 55(6): 060001

    [2] Manyun He, Yinglei Cheng, Xiangjiang Liao, Zhongyang Zhao. Building Extraction Algorithm by Fusing Spectral and Geometrical Features[J]. Laser & Optoelectronics Progress, 2018, 55(4): 042803

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    Zuowei Huang, Feng Liu, Guangwei Hu. Improved Method for LiDAR Point Cloud Data Filtering Based on Hierarchical Pseudo-Grid[J]. Acta Optica Sinica, 2017, 37(8): 0828004

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jan. 10, 2017

    Accepted: --

    Published Online: Sep. 7, 2018

    The Author Email: Huang Zuowei (huangzuowei4@126.com)

    DOI:10.3788/AOS201737.0828004

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