Mining actionlet ensemble for action recognition with depth cameras

• Main Authors: Wang, Jiang, Liu, Zicheng, Wu, Ying, Yuan, Junsong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/100602; http://hdl.handle.net/10220/17897
• Institution: Nanyang Technological University

Human action recognition is an important yet challenging task. The recently developed commodity depth sensors open up new possibilities of dealing with this problem but also present some unique challenges. The depth maps captured by the depth cameras are very noisy and the 3D positions of the tracke...