Fall detection based on skeleton extraction

• المؤلفون الرئيسيون: Chau, Lap-Pui, Bian, Zhen-Peng, Magnenat-Thalmann, Nadia
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/99395; http://hdl.handle.net/10220/12824
• المؤسسة: Nanyang Technological University

This paper presents an improved skeleton extraction from depth video for fall detection based on fast randomized decision forest (RDF) algorithm. Due to the human's body orientation changes dramatically during falling, it reduces the accuracy of tracking. The human's orientation needs to b...