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Laser & Optoelectronics Progress, Volume. 60, Issue 6, 0610008(2023)

Improved ResNet Image Classification Model Based on Tensor Synthesis Attention

Yunfei Qiu1, Jiaxin Zhang1、*, Hai Lan2, and Jiaxu Zong3
Author Affiliations
  • 1College of Software, Liaoning Technical University, Huludao 125105, Liaoning, China
  • 2Quanzhou Institute of Equipment Manufacturing Haixi Institutes, Chinese Academy of Sciences, Quanzhou 362216, Fujian, China
  • 3Yuanqi Industrial Technology Company, Qingdao 266000, Shandong, China
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    Article index updated: Sep. 1, 2025

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    Yunfei Qiu, Jiaxin Zhang, Hai Lan, Jiaxu Zong. Improved ResNet Image Classification Model Based on Tensor Synthesis Attention[J]. Laser & Optoelectronics Progress, 2023, 60(6): 0610008

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    Paper Information

    Category: Image Processing

    Received: Oct. 29, 2021

    Accepted: Jan. 17, 2022

    Published Online: Mar. 7, 2023

    The Author Email: Jiaxin Zhang (1595775491@qq.com)

    DOI:10.3788/LOP212836

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology