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Cultural Inheritance in the Digital Age: Intangible Cultural Heritage in Virtual Costume Design

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22 set 2025
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Figure 1.

System extraction interface design schematic
System extraction interface design schematic

Figure 2.

Erosion operation simulation diagram
Erosion operation simulation diagram

Figure 3.

Dilation operation simulation diagram
Dilation operation simulation diagram

Figure 4.

Digital pattern element design strategy
Digital pattern element design strategy

Figure 5.

The expression path of digital design in the context of clothing
The expression path of digital design in the context of clothing

Figure 6.

Comparison of results for different losses
Comparison of results for different losses

Figure 7.

Proportion of different colors in 5 roles
Proportion of different colors in 5 roles

Figure 8.

Color saturation distribution of 5 roles
Color saturation distribution of 5 roles

Figure 9.

Value distribution of 5 roles
Value distribution of 5 roles

Hue distribution of 5 roles

Role Different color hue (°)
Red Orange Yellow Yellow-green Green Blue-green Cyan Indigo
Lao Dan 345 50, 52, 64, 65, 70 154 191
Xiao Dan 10, 21 36, 46 48, 63 92 113
Sheng 1, 6, 358 42 55, 56 131 165 213
Jing 1, 359 32, 39 48, 62 110 152 213
Chou 12 38 49, 53, 63, 71, 74 143 174

Saturation deviation of main colors

Role Max Min Mean SD Low saturation proportion (%) Medium saturation proportion (%) High saturation proportion (%)
0~33 34~66 67~100
Lao Dan 85 0 52.16 25.18 12.04 43.98 43.98
Xiao Dan 93 0 67.45 34.06 24.75 15.45 59.80
Sheng 78 1 57.86 24.52 12.04 64.23 23.73
Jing 86 1 51.66 26.74 35.25 42.45 22.30
Chou 90 0 55.84 32.42 35.25 12.04 52.71

Value deviation of main colors

Role Max Min Mean SD Low brightness proportion (%) Medium brightness proportion (%) High brightness proportion (%)
0~33 34~66 67~100
Lao Dan 99 5 50.23 24.65 32.26 45.17 22.57
Xiao Dan 99 6 51.67 25.94 36.48 24.56 38.96
Sheng 99 6 47.49 28.75 45.17 32.26 22.57
Jing 99 8 49.52 29.04 32.26 45.17 22.57
Chou 99 3 56.83 28.68 22.57 45.17 32.26

The evaluation results of different methods

Method SSIM(train) SSIM(val) PSNR(train) PSNR(val)
VQ-VAE 0.795 0.689 21.56 20.42
PeCo 0.825 0.742 20.87 20.06
VQVAE-2 0.859 0.793 22.75 22.38
Ours 0.887 0.815 24.68 23.95
Lingua:
Inglese
Frequenza di pubblicazione:
1 volte all'anno
Argomenti della rivista:
Scienze biologiche, Scienze della vita, altro, Matematica, Matematica applicata, Matematica generale, Fisica, Fisica, altro