Human action recognition using a fast learning fully complex-valued classifier

• Main Authors: Suresh, Sundaram, Venkatesh Babu, R., Savitha, R.
• 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/10356/98664; http://hdl.handle.net/10220/13654
• Institution: Nanyang Technological University

In this paper, we use optical flow based complex-valued features extracted from video sequences to recognize human actions. The optical flow features between two image planes can be appropriately represented in the Complex plane. Therefore, we argue that motion information that is used to model the...