Voxel-based spatial elongation filtering method for airborne single-photon LiDAR data

被引:6
|
作者
Luo, Tong [1 ]
Chen, Deying [1 ]
Chen, Zhaodong [1 ]
Dong, Zhiwei [1 ]
Wu, Wentao [1 ]
Wang, Xing [1 ]
Yan, Renpeng [1 ]
Fan, Rongwei [1 ]
机构
[1] Harbin Inst Technol, Natl Key Lab Tunable Laser Technol, Harbin 150080, Peoples R China
来源
OPTICS EXPRESS | 2020年 / 28卷 / 03期
关键词
D O I
10.1364/OE.382783
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A novel voxel-based spatial elongation filtering method is proposed, to reduce noise in airborne single-photon lidar (SPL) data. In this method, six additional points are generated adjacent to each point of interest in the SPL data. Then, we count the number of points within each voxel and discriminate signals from noise via a predefined threshold. A filter performance evaluation index (taking into account the false alarm and signal loss rates, and the average distance between the residual noise points and their nearest signal points) is introduced. We compare the proposed and voxel-based spatial filtering method. The average false alarm rate found with our method (3.5%) is 18.6% smaller than that of the voxel-based spatial filtering method (4.3%). (C) 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:3922 / 3931
页数:10
相关论文
共 50 条
  • [1] Voxel-Based Spatial Filtering Method for Canopy Height Retrieval from Airborne Single-Photon Lidar
    Tang, Hao
    Swatantran, Anu
    Barrett, Terence
    DeCola, Phil
    Dubayah, Ralph
    [J]. REMOTE SENSING, 2016, 8 (09):
  • [2] Voxel-Based Extraction of Transmission Lines From Airborne LiDAR Point Cloud Data
    Yang, Juntao
    Kang, Zhizhong
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 11 (10) : 3892 - 3904
  • [3] A voxel-based multiscale morphological airborne lidar filtering algorithm for digital elevation models for forest regions
    Liu, Li
    Lim, Samsung
    [J]. MEASUREMENT, 2018, 123 : 135 - 144
  • [4] SIMULATING SPECTRAL IMAGES WITH LESS MODEL THROUGH A VOXEL-BASED PARAMETERIZATION OF AIRBORNE LIDAR DATA
    Qi, Jianbo
    Xie, Donghui
    Yan, Guangjian
    Gastellu-Etchegorry, Jean-Philippe
    [J]. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 6043 - 6046
  • [5] A new method for voxel-based modelling of three-dimensional forest scenes with integration of terrestrial and airborne LiDAR data
    Li, Wenkai
    Hu, Xiaomei
    Su, Yanjun
    Tao, Shengli
    Ma, Qin
    Guo, Qinghua
    [J]. METHODS IN ECOLOGY AND EVOLUTION, 2024, 15 (03): : 569 - 582
  • [6] An Adaptive Ellipsoid Searching Filter for Airborne Single-Photon Lidar
    Wang, Xiao
    Glennie, Craig
    Pan, Zhigang
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (08) : 1258 - 1262
  • [7] Calibration of an Airborne Single-Photon Lidar System With a Wedge Scanner
    Pan, Zhigang
    Hartzell, Preston
    Glennie, Craig
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (08) : 1418 - 1422
  • [8] Single-photon LiDAR imaging method based on sensor fusion network
    Jiang X.
    Zhao X.
    Mao T.
    He W.
    Chen Q.
    [J]. Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2022, 51 (02):
  • [9] High-speed airborne single-photon LiDAR with GHz-gated single-photon detector at 1550 nm
    Shen, Guangyue
    Zheng, Tianxiang
    Li, Zhaohui
    Wu, E.
    Yang, Lei
    Tao, Yuliang
    Wang, Chunhui
    Wu, Guang
    [J]. OPTICS AND LASER TECHNOLOGY, 2021, 141
  • [10] VOXEL BASED SEGMENTATION OF LARGE AIRBORNE TOPOBATHYMETRIC LIDAR DATA
    Boerner, R.
    Hoegner, L.
    Stilla, U.
    [J]. ISPRS HANNOVER WORKSHOP: HRIGI 17 - CMRT 17 - ISA 17 - EUROCOW 17, 2017, 42-1 (W1): : 107 - 114