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Updated: Feb 14, 2026

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SPD-Net:具有动态图形网络的语义分区变压器,用于改进基于骨架的步态识别

Priyanka D1, Mala T1

  • 1Department of Information Science and Technology, College of Engineering Guindy, Anna University, Chennai, 600 025, Tamil Nadu, India.

Neural networks : the official journal of the International Neural Network Society
|February 12, 2026
PubMed
概括

本研究介绍了SPD-Net,一种使用动态图和变压器的新型步态识别方法,以提高准确性和减少计算负载. 通过有效分析人类步行模式,SPD-Net提高了生物识别安全性.

关键词:
生物识别身份验证的真实性步态识别系统可以识别步态.图表 卷积网络 卷积网络联合部分映射绘制.时间卷积的时间卷积.变压器变压器变压器

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