Human action recognition using pose-based discriminant embedding

• Main Authors: Saghafi, Behrouz, Rajan, Deepu
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/97937; http://hdl.handle.net/10220/12058
• Institution: Nanyang Technological University

Manifold learning is an efficient approach for recognizing human actions. Most of the previous embedding methods are learned based on the distances between frames as data points. Thus they may be efficient in the frame recognition framework, but they will not guarantee to give optimum results when s...