Research Article
A Novel Parameter Initialization Technique Using RBM-NN for Human Action Recognition
Table 9
Average recognition rate for JHMDB action dataset.
| | Method type | Average recognition rate (%) |
| | Reference baseline model [105] | 56.6 | | Reference baseline with low/mid-level pose [105] | 69.00 | | Reference baseline with high-level pose [105] | 76.00 | | Reference method with RGB + flow [127] | 95.04 | | Reference method with RGB + pose [127] | 91.67 | | Reference method with flow + pose [127] | 97.10 | | Reference method with all combinations [127] | 98.41 | | Proposed method | 97.07 |
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