Deep Learning-Based Upper Limb Functional Assessment Using a Single Kinect v2 Sensor

We develop a deep learning refined kinematic model for accurately assessing upper limb joint angles using a single Kinect v2 sensor. We train a long short-term memory recurrent neural network using a supervised machine learning architecture to compensate for the systematic error of the Kinect kinema...

Descripción completa

Detalles Bibliográficos
Autores principales: Ma, Ye, Liu, Dongwei, Cai, Laisi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180801/
https://www.ncbi.nlm.nih.gov/pubmed/32235436
http://dx.doi.org/10.3390/s20071903

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180801/
https://www.ncbi.nlm.nih.gov/pubmed/32235436
http://dx.doi.org/10.3390/s20071903

Ejemplares similares