Evaluation of action recognition algorithms for fall detection applications

• المؤلف الرئيسي: Pei, Yubo
• مؤلفون آخرون: Alex Chichung Kot
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Fall detection; Graph convolutional neural networks; Skeleton-based action recognition; Spatio-temporal information
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175958

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...