Research Article
Multifeature Fusion Human Motion Behavior Recognition Algorithm Using Deep Reinforcement Learning
Table 5
Comparison of human behavior recognition time.
| Data set | The proposed algorithm | Algorithm in literature [13] | Algorithm in literature [14] | Algorithm in literature [15] |
| KTH | 12 | 30 | 42 | 25 | Weizmann | 13 | 36 | 39 | 26 | IXMAS | 12 | 39 | 36 | 39 | Hollywood | 10 | 33 | 35 | 35 | HMDB51 | 15 | 40 | 42 | 40 | UCF101 | 14 | 42 | 41 | 46 | Mean value | 12.7 | 36.7 | 39.2 | 35.2 |
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