Computer Vision and Machine Learning-Based Gait Pattern Recognition for Flat Fall Prediction

Computer Vision and Machine Learning-Based Gait Pattern Recognition for Flat Fall Prediction

Background: Gait recognition has been applied in the prediction of the probability of elderly flat ground fall, functional evaluation during rehabilitation, and the training of patients with lower extremity motor dysfunction. Gait distinguishing between seemingly similar kinematic patterns associate...

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Bibliographic Details
Main Authors: Biao Chen, Chaoyang Chen, Jie Hu, Zain Sayeed, Jin Qi, Hussein F. Darwiche, Bryan E. Little, Shenna Lou, Muhammad Darwish, Christopher Foote, Carlos Palacio-Lascano
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
machine learning
gait
pattern recognition
convolutional neural network
support vector machine
long short-time memory
Online Access:https://www.mdpi.com/1424-8220/22/20/7960

Internet

https://www.mdpi.com/1424-8220/22/20/7960

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