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基于TRANS-CNN的手势识别用于毫米波雷达

Huafeng Zhang1, Kang Liu1, Yuanhui Zhang1

  • 1College of Mechanical and Electrical Engineering, China Jiliang University, Hangzhou 310018, China.

Sensors (Basel, Switzerland)
|March 28, 2024
PubMed
概括

本研究介绍了基于点云的手势识别,使用毫米波雷达来提高实时性能. 新型的TRANS-CNN模型实现了高精度,在有限的数据上超过了现有的方法.

关键词:
跨越CNN的东西.动态手势识别 动态手势识别毫米波雷达是什么意思?多头自我注意力机制.一个点云,一个点云.

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相关概念视频

IR Frequency Region: Fingerprint Region01:03

IR Frequency Region: Fingerprint Region

IR spectra are divided into two main regions: the diagnostic region and the fingerprint region. The diagnostic region of the spectrum lies above 1500 cm−1. The absorptions resulting from single-bond vibrations of the N–H, C–H, and O–H stretch at higher wavenumbers and appear on the left side of the spectrum. The stretching absorptions of the C≡C and C≡N occur between 2100–2300 cm−1. In contrast, those arising from stretching absorptions of the C=O, C=N, and C=C occur between 1600–1850 cm−1.
The...