Research Article
Video Abnormal Action Recognition Based on Multimodal Heterogeneous Transfer Learning
Table 3
Test accuracy comparation of multimodal and other methods.
| Method | Parameters (M) | Testing accuracy (%) |
| R(2 + 1)D [41] | 33.2 | 90.00 | X3D [42] | 3.8 | 83.33 | SlowFast [43] | 22.9 | 88.33 | C2D [44] | 25.6 | 88.33 | CSN [45] | 13.6 | 90.00 | The multimodal heterogeneous transfer learning + SHAND (ours) | 25.0 | 91.67 |
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