Advances in Skeleton-Based Fall Detection in RGB Videos: From Handcrafted to Deep Learning Approaches

Advances in Skeleton-Based Fall Detection in RGB Videos: From Handcrafted to Deep Learning Approaches

In the elderly population, falls are one of the leading causes of fatal and non-fatal injuries. Fall detection and early alarms play an important role in mitigating the negative effects of falls, especially given the growing proportion of the elderly population. Due to their non-intrusive nature, da...

Full description

Bibliographic Details
Main Authors: Van-Ha Hoang, Jong Weon Lee, Md. Jalil Piran, Chun-Su Park
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Deep Learning
fall detection
pose estimation
RGB video
skeleton sequence
skeleton-based fall detection
Online Access:https://ieeexplore.ieee.org/document/10225507/

Internet

https://ieeexplore.ieee.org/document/10225507/

Similar Items