Dynamic Gesture Recognition Model Based on Millimeter-Wave Radar With ResNet-18 and LSTM

In this article, a multi-layer convolutional neural network (ResNet-18) and Long Short-Term Memory Networks (LSTM) model is proposed for dynamic gesture recognition. The Soli dataset is based on the dynamic gesture signals collected by millimeter-wave radar. As a gesture sensor radar, Soli radar has...

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Detalles Bibliográficos
Autores principales: Zhang, Yongqiang, Peng, Lixin, Ma, Guilei, Man, Menghua, Liu, Shanghe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9211067/
https://www.ncbi.nlm.nih.gov/pubmed/35747074
http://dx.doi.org/10.3389/fnbot.2022.903197

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9211067/
https://www.ncbi.nlm.nih.gov/pubmed/35747074
http://dx.doi.org/10.3389/fnbot.2022.903197

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