A Framework for Fall Detection Based on OpenPose Skeleton and LSTM/GRU Models

Falling is one of the causes of accidental death of elderly people over 65 years old in Taiwan. If the fall incidents are not detected in a timely manner, it could lead to serious injury or even death of those who fell. General fall detection approaches require the users to wear sensors, which could...

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Veröffentlicht in:	Applied sciences Jg. 11; H. 1; S. 329
Hauptverfasser:	Lin, Chuan-Bi, Dong, Ziqian, Kuan, Wei-Kai, Huang, Yung-Fa
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.01.2021
Schlagworte:	2D pose estimation Cameras Datasets fall detection gated recurrent units long short-term memory Neural networks openpose recurrent neural network Sensors
ISSN:	2076-3417, 2076-3417
Online-Zugang:	Volltext
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