A novel approach to enhanced fall detection using STFT and magnitude features with CNN autoencoder
The ability to accurately detect and classify falls is critical for ensuring timely medical
intervention, especially for the elderly, who face a significantly higher risk of severe injuries …
intervention, especially for the elderly, who face a significantly higher risk of severe injuries …
Fall guardian: An intelligent fall detection and monitoring system for elderly
Z Ferdous, S Sakib… - 2021 5th International …, 2021 - ieeexplore.ieee.org
With the boom in the elderly population worldwide, the number of fall detection systems
have greatly increased. With intelligent detection and monitoring, timely medical help can be …
have greatly increased. With intelligent detection and monitoring, timely medical help can be …
Elderly patient fall detection using video surveillance
A Raghav, S Chaudhary - … Conference on Computer Vision and Image …, 2021 - Springer
The important goal of this work is to design a system for elderly people who are at higher risk
of falling due to some illness. We aim to do this without burdening them with the different …
of falling due to some illness. We aim to do this without burdening them with the different …
Wearable fall detectors based on low power transmission systems: a systematic review
M Villa, E Casilari-Pérez - 2024 - riuma.uma.es
Early attention to individuals who suffer falls is a critical aspect when determining the
consequences of such accidents, which are among the leading causes of mortality and …
consequences of such accidents, which are among the leading causes of mortality and …
Heuristic Optimization based Abnormal Posture Detection Algorithm
Y Li, L Shang, P Pan - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
This paper studies the abnormal posture detection algorithm based on heuristic
optimization. Using the data collected by sensors, the features such as acceleration and …
optimization. Using the data collected by sensors, the features such as acceleration and …