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

Table 6

Average recognition rate for KTH dataset.

Method type	Average recognition rate (%)
Sreeraj et al. [118]	95.21
Yang et al. [119]	96.50
Ji et al. [120]	94.92
Shao et al. [121]	95
Proposed method d1	94.5
Proposed method d2	92.9
Proposed method d3	94.8
Proposed method d4	95.1