Research Article

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

Figure 3

A Weizmann dataset with the actions considered for the proposed approach: (a) walking; (b) running; (c) jumping; (d) galloping; (e) bending; (f) one-hand waving; (g) two-hand waving; (h) jumping in place; (i) jumping jacks; (j) skipping.