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Novel Deep Learning Network for Gait Recognition Using Multimodal Inertial Sensors

Some recent studies use a convolutional neural network (CNN) or long short-term memory (LSTM) to extract gait features, but the methods based on the CNN and LSTM have a high loss rate of time-series and spatial information, respectively. Since gait has obvious time-series characteristics, while CNN...

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Detalles Bibliográficos
Autores principales: Shi, Ling-Feng, Liu, Zhong-Ye, Zhou, Ke-Jun, Shi, Yifan, Jing, Xiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867501/
https://www.ncbi.nlm.nih.gov/pubmed/36679646
http://dx.doi.org/10.3390/s23020849