Research on CNN-BiLSTM Fall Detection Algorithm Based on Improved Attention Mechanism

Falls are one of the significant causes of accidental injuries to the elderly. With the rapid growth of the elderly population, fall detection has become a critical issue in the medical and healthcare fields. In this paper, we propose a model based on an improved attention mechanism, CBAM-IAM-CNN-Bi...

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Bibliographic Details
Main Authors: Congcong Li, Minghao Liu, Xinsheng Yan, Guifa Teng
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/19/9671