Research on the Transformation and Innovation of Regional Art Characteristic Elements in Modern Digital Media Art
27 feb 2025
INFORMAZIONI SU QUESTO ARTICOLO
Pubblicato online: 27 feb 2025
Ricevuto: 08 ott 2024
Accettato: 09 gen 2025
DOI: https://doi.org/10.2478/amns-2025-0119
Parole chiave
© 2025 Qian Fu, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
Figure 7.
Figure 8.
Figure 9.
Figure 10.
Comparison table of classification accuracy
| Art Type | Paper-cut | New Year pictures | Wood grain |
|---|---|---|---|
| Linear function | 76% | 68.40% | 45.60% |
| Polynomial function | 76% | 30.40% | 45.60% |
| RBF function | 76% | 68.40% | 45.60% |
| Sigmoid function | 38% | 30.40% | 45.60% |
Training time comparison table
| Art Type | Wood grain | New Year pictures | Paper-cut |
|---|---|---|---|
| One-Against-One | 3.015 e-005s | 1.459 e-005s | 2.333 e-005s |
| One-Against-Rest | 7.562 e-005s | 5.092 e-005s | 9.635 e-005s |
| DAG-SVMs | 2.786 e-005s | 1.976 e-005s | 2.751 e-005s |