Evaluation of action recognition algorithms for fall detection applications

• Main Author: Pei, Yubo
• Other Authors: Alex Chichung Kot
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Fall detection; Graph convolutional neural networks; Skeleton-based action recognition; Spatio-temporal information
• Online Access: https://hdl.handle.net/10356/175958
• Institution: Nanyang Technological University

As society ages, ensuring the elderly's safety at home, especially fall prevention, has become crucial due to the serious health risks falls pose. Consequently, developing effective fall detection and prevention technologies is a key focus in smart elder care. This dissertation explores a video...