A Robust and Automated Vision-Based Human Fall Detection System Using 3D Multi-Stream CNNs with an Image Fusion Technique

A Robust and Automated Vision-Based Human Fall Detection System Using 3D Multi-Stream CNNs with an Image Fusion Technique

Unintentional human falls, particularly in older adults, can result in severe injuries and death, and negatively impact quality of life. The World Health Organization (WHO) states that falls are a significant public health issue and the primary cause of injury-related fatalities worldwide. Injuries...

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Bibliographic Details
Main Authors: Thamer Alanazi, Khalid Babutain, Ghulam Muhammad
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
fall detection
deep learning
3D-CNN
multi-stream CNN
human segmentation
image fusion
Online Access:https://www.mdpi.com/2076-3417/13/12/6916

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