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
[1] Liu Yongming, Deng Ruru, Qin Yan, . Data processing methods and applications of airborne LiDAR bathymetry[J]. Journal of Remote Sensing, 21, 982-995(2017).
[4] Li Hongpeng, Li Guoyuan, Cai Zhijian, . Full-waveform LiDAR echo decomposition method[J]. Journal of Remote Sensing, 23, 89-98(2019).
[10] Ji X, Tang Q, Xu W, et al. Island feature classification for single-wavelength airborne lidar bathymetry based on full-waveform parameters[J]. Applied Optics, 60, 3055-3061(2021).
[13] Cao Bincai, Zhu Shulong, Qiu Zhenge, . Water-land classification for LiDAR bathymetric data based on echo waveform characteristics[J]. 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] Wang Jinhu, Li Chuanrong, Zhou Mei. Analysis of airborne full-waveform LiDAR data for supervised point cloud classification[J]. Remote Sensing Information, 28, 21-27(2013).
[16] Fan Shijun. Research on classification for airborne full waveform Lidar data based on random forest[J]. Journal of Capital Normal University (Natural Science Edition), 34, 71-73, 78(2013).
[21] Wu Tian, Fu Daorui, Peng Yong, . Characteristic parameters of pulse waveform of potential transfer current for live working on tension tower of 1000 kV transmission line[J]. Power System Technology, 46, 2009-2016(2022).
[25] Sun Jie, Lai Zulong. Airborne LiDAR feature selection for urban classification using random forests[J]. Geomatics and Information Science of Wuhan University, 39, 1310-1313(2014).
[26] Xiong Yan, Gao Renqiang, Xu Zhanya. Random forest method for dimension reduction and point cloud classification based on airborne LiDAR[J]. Acta Geodaetica et Cartographica Sinica, 47, 508-518(2018).
[28] He Yun, Huang Chong, Li He, . Land-cover classification of random forest based on Sentinel-2A image feature optimization[J]. 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
Category: Lasers & Laser optics
Received: Feb. 27, 2023
Accepted: --
Published Online: Oct. 23, 2023
The Author Email: Xue Ji (jixuesdqd@jlu.edu.cn)