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Journals >
Laser & Optoelectronics Progress >
Volume 58 >
Issue 24 >
Page 2401003 > Article
Laser & Optoelectronics Progress
Vol. 58, Issue 24, 2401003 (2021)
Initial Road Extraction of Airborne LiDAR Point Cloud
Zilong Yu
*
and Youjian Hu
Author Affiliations
School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan, Hubei 430074, China
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DOI:
10.3788/LOP202158.2401003
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Zilong Yu, Youjian Hu. Initial Road Extraction of Airborne LiDAR Point Cloud[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2401003
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Fig. 1.
Technical route
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Fig. 2.
Grid division diagram
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Fig. 3.
Schematic diagram of road and non-road grid
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Fig. 4.
Central grid and its neighborhood grid
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Fig. 5.
Experimental data area. (a) Data1; (b) Vaihingen_Strip_05 bands; (c) data2; (d) Toronto_Strip_02 bands
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Fig. 6.
Filtering results. (a) Data1; (b) data2
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Fig. 7.
Histogram of the intensity distribution of ground points. (a) Data1; (b) data2
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Fig. 8.
Initial road obtained by this method. (a) Data1; (b) data2
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Fig. 9.
Initial road obtained by the traditional method. (a) Data1; (b) data2
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Step
Method
Number of total points
Number of road points
After filtering
—
41392
12632
After extracting
Our method
28639
10620
Direct intensity method
25923
4120
Table 1.
Number of road points extracted from data1 by two methods
Step
Method
Number of total points
Number of road points
After filtering
—
58196
32847
After extracting
Our method
33628
22042
Direct intensity method
34089
22485
Table 2.
Number of road points extracted from data2 by two methods
Abstract
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Zilong Yu, Youjian Hu. Initial Road Extraction of Airborne LiDAR Point Cloud[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2401003
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Paper Information
Category: Atmospheric Optics and Oceanic Optics
Received: Nov. 27, 2020
Accepted: Mar. 2, 2021
Published Online: Nov. 30, 2021
The Author Email: Yu Zilong (zl_y20181130@163.com)
DOI:
10.3788/LOP202158.2401003
Recommended Topics
laser devices and laser physics
Lasers and Laser Optics
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