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

Table 10

Average recognition rate for UCF101 action dataset.

Method type	Average recognition rate (%)
Dynamic BoW [111]	53.16
Integral BoW [111]	74.39
MSSC [129]	61.79
MTSSVM [130]	82.39
DeepSCN [93]	85.75
Mem-LSTM [9]	88.37
Proposed method	88.64