Infrared and Laser Engineering, Volume. 53, Issue 10, 20240217(2024)

Non-contact infrared laser physical property inversion method for target surface based on SSA-GRNN

Ronghua LI1,2, Xinchen ZHOU1,2, Chuanxin WENG3, Haopeng XUE1,2, Jinlong WU1,2, and Chenyu LIN1,2
Author Affiliations
  • 1Institute of Mechanical Engineering, Dalian Jiaotong University, Dalian 116028, China
  • 2Advanced Robot Sensing and Control Technology Innovation Center, Dalian 116028, China
  • 3Beijing Institute of Environmental Characteristics, Beijing 100854, China
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    References(17)

    [3] Yuanxin GUO, Kun LIANG, Yangrui XU et al. Multiple environmental elements laser remote sensing method based on direct scattering spectrum. Opto-Electronic Engineering, 51, 240003(2024).

    [8] X J ZHOU, X J SUN, Y Y LI et al. Creep parameter inversion for high CFRDs based on improved BP neural network response surface method. Soft Computing, 17, 9527-9541(2022).

    [9] Y J LIANG, C REN, H Y WANG et al. Research on soil moisture inversion method based on GA-BP neural network model. International Journal of Remote Sensing, 40, 1-17(2020).

    [10] Huirong TAO, Fumin ZHANG, Xinghua QU. Backscattering characteristics of machining surfaces and retrieval of surface multi-parameters. Spectroscopy and Spectral Analysis, 35, 1986-1992(2015).

    [13] Jing SHI, Yong TAN, Guibo CHEN et al. Inversion of object materials and their proportions based on scattering spectra. Spectroscopy and Spectral Analysis, 42, 2340-2347(2022).

    [14] M GU, Q REN, J ZHOU, S LIAO. Analysis and identification of infrared radiation characteristics of different attitude targets. Appl Opt, 60, 109-118(2021).

    [16] Yi TONG, Min XIA, Kecheng YANG et al. Target reflection feature extraction based on lidar intensity value. Laser & Optoelectronics Progress, 55, 102802(2018).

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    Ronghua LI, Xinchen ZHOU, Chuanxin WENG, Haopeng XUE, Jinlong WU, Chenyu LIN. Non-contact infrared laser physical property inversion method for target surface based on SSA-GRNN[J]. Infrared and Laser Engineering, 2024, 53(10): 20240217

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    Paper Information

    Category: 光电测量

    Received: May. 17, 2024

    Accepted: Jul. 31, 2024

    Published Online: Dec. 13, 2024

    The Author Email:

    DOI:10.3788/IRLA20240217

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