Artistic Expressions and Aesthetic Characteristics of Combining Dance and Folk Music
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25 sept 2025
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Publicado en línea: 25 sept 2025
Recibido: 08 ene 2025
Aceptado: 26 abr 2025
DOI: https://doi.org/10.2478/amns-2025-1027
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© 2025 Xi Zhang, Yue Yu and Yue Zhang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
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Results of video segmentation of dance movements
| Fragment number | Action description | Start frame/number | End frame/number |
|---|---|---|---|
| 1 | Bend the knee | 1 | 183 |
| 2 | High leg lift | 184 | 251 |
| 3 | Twist the waist | 252 | 304 |
| 4 | Rotation | 305 | 387 |
| 5 | Step on toes | 388 | 413 |
| 6 | Wave your hand | 414 | 498 |
Experimental results on the NTU-RGB+D60 dataset(%)
| Model | Cross-Subject | Cross-View |
|---|---|---|
| HBRNN | 54.5 | 61.9 |
| ST-GCN | 66.4 | 79.5 |
| RA-GCNv2 | 86.3 | 90.1 |
| AS-GCN | 88.1 | 91.5 |
| 2s-AGCN | 89.7 | 93.1 |
| DGNN | 89.9 | 93.8 |
| PL-GCN | 90.2 | 94.6 |
| DC-GCN-ADC | 90.9 | 95.0 |
| PA-ResGCN-B19 | 91.3 | 95.2 |
| Dynamic-GCN | 91.5 | 96.3 |
| MST-GCN | 90.2 | 95.9 |
| Hyper-GNN | 91.4 | 96.5 |
| STF-HGCN | 88.7 | 96.0 |
| The proposed | 94.3 | 97.9 |
Comparison of dance movement assessment
| Model | PFC | BAS | Distk | Distg |
|---|---|---|---|---|
| The proposed | 1.357 | 0.178 | 10.699 | 7.663 |
| DTW | 1.736 | 0.152 | 11.397 | 7.513 |
| Euclidean-DTW | 1.578 | 0.135 | 10.995 | 7.536 |
| BLAST-DTW | 1.682 | 0.141 | 11.098 | 7.528 |
| True value | 1.275 | 0.182 | 10.738 | 7.692 |
Experimental results on the NTU-RGB+D120 dataset(%)
| Model | Cross-Subject | Cross-setup |
|---|---|---|
| ST-GCN | 66.3 | 69.1 |
| RA-GCNv2 | 79.5 | 80.1 |
| 2s-AGCN | 81.7 | 84.3 |
| SGN | 76.5 | 72.4 |
| Shift-GCN | 84.8 | 86.9 |
| MS-G3D | 87.3 | 88.2 |
| DC-GCN+ADC | 75.6 | 76.1 |
| PA-ResGCN-B19 | 80.4 | 83.2 |
| Dynamic-GCN | 86.1 | 87.5 |
| STF-HGCN | 85.4 | 88.2 |
| The proposed | 89.3 | 90.2 |