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

• المؤلفون الرئيسيون: Suresh, Sundaram, Venkatesh Babu, R., Savitha, R.
• مؤلفون آخرون: School of Computer Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98664; http://hdl.handle.net/10220/13654

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...