Infrared and Laser Engineering, Volume. 52, Issue 9, 20230096(2023)

Classification of full waveform data for monochromatic airborne LiDAR bathymetry based on waveform morphological features

Yingying Li1, Ziwei Liu1, Jingkun Zhang2, Linlin Wu1, Xue Ji1,3,4、*, and Mingchang Wang1
Author Affiliations
  • 1Academy of Earth Exploration Science and Technology, Jilin University, Changchun 130000, China
  • 2Academy of Urban Rail Transportation, Shanghai University of Engineering and Technology, Shanghai 201620, China
  • 3State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China
  • 4Technology Innovation Center for Ocean Telemetry, Ministry of Natural Resources, Qingdao 266061, China
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    [10] X Ji, Q Tang, W Xu, et al. Island feature classification for single-wavelength airborne lidar bathymetry based on full-waveform parameters. Applied Optics, 60, 3055-3061(2021).

    [13] Bincai Cao, Shulong Zhu, Zhenge Qiu, . Water-land classification for LiDAR bathymetric data based on echo waveform characteristics. Hydrographic Surveying and Charting, 38, 12-16(2018).

    [14] [14] Guenther G C, LaRocque P E, Lillycrop W J. Multiple surface channels in Scanning Hydrographic Operational Airbne Lidar Survey (SHOALS) airbnZe lidar[C]Proceedings of SPIE, Ocean Optics XII, 1994, 2258: 19.

    [15] Jinhu Wang, Chuanrong Li, Mei Zhou. Analysis of airborne full-waveform LiDAR data for supervised point cloud classification. Remote Sensing Information, 28, 21-27(2013).

    [16] Shijun Fan. Research on classification for airborne full waveform Lidar data based on random forest. Journal of Capital Normal University (Natural Science Edition), 34, 71-73, 78(2013).

    [21] Tian Wu, Daorui Fu, Yong Peng, . Characteristic parameters of pulse waveform of potential transfer current for live working on tension tower of 1000 kV transmission line. Power System Technology, 46, 2009-2016(2022).

    [25] Jie Sun, Zulong Lai. Airborne LiDAR feature selection for urban classification using random forests. Geomatics and Information Science of Wuhan University, 39, 1310-1313(2014).

    [26] Yan Xiong, Renqiang Gao, Zhanya Xu. Random forest method for dimension reduction and point cloud classification based on airborne LiDAR. Acta Geodaetica et Cartographica Sinica, 47, 508-518(2018).

    [28] Yun He, Chong Huang, He Li, . Land-cover classification of random forest based on Sentinel-2A image feature optimization. Resources Science, 41, 992-1001(2019).

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    Yingying Li, Ziwei Liu, Jingkun Zhang, Linlin Wu, Xue Ji, Mingchang Wang. Classification of full waveform data for monochromatic airborne LiDAR bathymetry based on waveform morphological features[J]. Infrared and Laser Engineering, 2023, 52(9): 20230096

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    Paper Information

    Category: Lasers & Laser optics

    Received: Feb. 27, 2023

    Accepted: --

    Published Online: Oct. 23, 2023

    The Author Email: Ji Xue (jixuesdqd@jlu.edu.cn)

    DOI:10.3788/IRLA20230096

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