Research Article

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

Table 7

Average recognition rate for CASIA dataset.

Method typeAverage recognition rate (%)

Reference framework with M-class SVM [123]98.70
Reference framework with DT [123]97.90
Reference framework with LDA [123]98.20
Reference framework with KNN [123]98.10
Reference framework with EBT [123]98.10
Proposed method98.75