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Updated: May 9, 2026

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一种轻量级的CNN方法通过GAF编码A模式超声波信号来识别手势

Qican Shangguan, Yue Lian, Zhiwei Liao

    IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
    |September 10, 2025
    PubMed
    概括

    这项研究引入了一种用于手势识别 (HGR) 的新方法,使用超声波信号转化为图像. 拟议的轻量级,无参数的注意力卷积神经网络 (LPA-CNN) 实现了高精度和效率.

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