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

Table 5

Average recognition rate for UCF sports action dataset.

Method type	Average recognition rate (%)
Rezazadegan et al. [115]	93.3
Mironică et al. [113]	74.1
Souly et al. [116]	88.6
Le et al. [114]	86.8
Proposed method	98.2