Lightweight Fall Detection Algorithm Based on AlphaPose Optimization Model and ST-GCN

Falls cause great harm to people, and the current, more mature fall detection algorithms cannot be well-migrated to the embedded platform because of the huge amount of calculation. Hence, they do not have a good application. A lightweight fall detection algorithm based on the AlphaPose optimization...

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Bibliographic Details
Published in:	Mathematical problems in engineering Vol. 2022; pp. 1 - 15
Main Authors:	Zheng, Hongtao, Liu, Yan
Format:	Journal Article
Language:	English
Published:	New York Hindawi 11.07.2022 John Wiley & Sons, Inc
Subjects:	Acceleration Accuracy Algorithms Artificial intelligence Attitudes Computer networks Convolution Datasets Deep learning Fall detection Human body Image resolution Methods Neural networks Optimization models Real time Sensors
ISSN:	1024-123X, 1563-5147
Online Access:	Get full text
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