Deep Neural Network–Based Double-Check Method for Fall Detection Using IMU-L Sensor and RGB Camera Data

Deep Neural Network–Based Double-Check Method for Fall Detection Using IMU-L Sensor and RGB Camera Data

Existing methods for fall detection may not detect a fall when it occurs or may generate a false alarm when a fall does not occur. In order to overcome these limitations and detect falls with 100% accuracy, a double-check method for fall detection in elderly people via an inertial measure...

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Bibliographic Details
Main Authors: Deok-Won Lee, Kooksung Jun, Khawar Naheem, Mun Sang Kim
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
deep learning
elderly fall
fall detection
motion data with location
recurrent neural network
Online Access:https://ieeexplore.ieee.org/document/9374404/

Internet

https://ieeexplore.ieee.org/document/9374404/

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