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An LSTM-Based Prediction Method for Lower Limb Intention Perception by Integrative Analysis of Kinect Visual Signal

Recently, computer vision and deep learning technology has been applied in various gait rehabilitation researches. Considering the long short-term memory (LSTM) network has been proved an excellent performance in learn sequence feature representations, we proposed a lower limb joint trajectory predi...

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Detalles Bibliográficos
Autores principales: He, Jie, Guo, Zhexiao, Shao, Ziwei, Zhao, Junhao, Dan, Guo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7396070/
https://www.ncbi.nlm.nih.gov/pubmed/32774824
http://dx.doi.org/10.1155/2020/8024789