Research Article

A Novel Parameter Initialization Technique Using RBM-NN for Human Action Recognition

Table 3

Average recognition rate for Weizmann dataset.

Method typeAverage recognition rate (%)

Reference method using TD [110]94.44
Reference method using HOG [110]97.77
Reference method using HOF [110]96.66
Reference method using MBH [110]95.55
Reference method using combined methods [111]96.66
Proposed method96.3