Research Article

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

Figure 15

Action samples in the CASIA dataset: (a) wandering; (b) walking; (c) running; (d) crouching; (e) punching; (f) bending; (g) jumping; (h) falling.