Spacecraft Recovery & Remote Sensing, Volume. 46, Issue 2, 146(2025)

A Bathymetric Algorithm of Laser Echo Based on CNN-LSTM

Li SHENG1, Peize LI2, Yangrui XU2, Junnan BIAN3, and Kun LIANG2,4、*
Author Affiliations
  • 1Naval Research Institute of PLA, Beijing 100161, China
  • 2School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan 430074, China
  • 3Unit 92730 of PLA, Sanya 572000, China
  • 4National Key Laboratory of Multispectral Information Intelligent Processing Technology, Wuhan 430074, China
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    References(17)

    [2] LI P Z, XU Y R, ZHAO Y P et al. Denoising of Photon-Counting LiDAR Bathymetry Based on Adaptive Variable OPTICS Model and Its Accuracy Assessment[J]. Remote Sensing, 16, 3438(2024).

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    [21] [21] XUE J, YANG B S, WANG Y, et al, FullWavefm Classification SegmentationBased Signal Detection of SingleWavelength Bathymetric LiDAR[J]. IEEE Transactions on Geoscience Remote Sensing, 2022, 60: 114. DOI: 10.1109TGRS.2022.3198168.

    [22] [22] GIRSHICK R, DONAHUE J, DARRELL T, et al. Rich Feature Hierarchies f Accurate Object Detection Semantic Segmentation[C]2014 IEEE Conference on Computer Vision Pattern Recognition. Columbus, OH, USA: IEEE, 2014, 60(3): 580587. DOI: 10.1109CVPR.2014.81.

    [23] [23] WANG B, HUA L J, ALMOHAIMEED A M, et al. Ocean Carbon Emission Prediction Management Measures Based on Artificial Intelligence Remote Sensing Estimation in the Context of Carbon Neutrality[J]. Environmental Research, 2024, 251, Part 1: 118591. DOI: 10.1016j.envres.2024.118591.

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    Li SHENG, Peize LI, Yangrui XU, Junnan BIAN, Kun LIANG. A Bathymetric Algorithm of Laser Echo Based on CNN-LSTM[J]. Spacecraft Recovery & Remote Sensing, 2025, 46(2): 146

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    Paper Information

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    Received: Oct. 16, 2024

    Accepted: Oct. 21, 2024

    Published Online: May. 23, 2025

    The Author Email: Kun LIANG (liangkun@hust.edu.cn)

    DOI:10.3969/j.issn.1009-8518.2025.02.013

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