Research Article

Development of Biological Movement Recognition by Interaction between Active Basis Model and Fuzzy Optical Flow Division

Table 1

The recognition results of proposed method has presented along with comparison between previous human action recognition method (Bio or non bio-inspired) on KTH human action dataset.

Methods Accuracy (%) Years

Wang et al. [40] 71.72 2004
Niebles et al. [43] 83.33 2006
Jhuang et al. [22] 91.79 2008
Schindler and Van Gool [2] 92.79 2009
Wang and Mori [27] 91.29 2009
U-SFA: 86.67
Zhang and Tao [44]S-SFA: 86.40 2012
D-SFA: 89.33
SD-SFA: 93.87
Proposed Method 86.46 2013