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Updated: May 28, 2025

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空间时间变压器与科尔莫戈罗夫-阿诺德网络用于基于骨架的手势识别

Pengcheng Han1, Xin He1, Takafumi Matsumaru1

  • 1Graduate School of Information, Production and System, Waseda University, Kitakyushu 808-0135, Japan.

Sensors (Basel, Switzerland)
|February 13, 2025
PubMed
概括

本研究介绍了基于骨架的手势识别的ST-KT框架,使用时空图形卷积和Kolmogorov-Arnold网络 (KAN) 的变压器来捕捉复杂的关节动态,以提高准确性.

关键词:
注意力机制注意力机制连续的手动手势识别.深度学习是一种深度学习.功能提取 特性提取图表 卷积网络 卷积网络手的手势识别手势识别人与计算机的交互 (HCI)基于骨架的骨架.变压器的变压器是一个变压器.

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