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Practical Research on Virtual Reality and Augmented Reality Technology in Min Cultural Heritage Digital IP Character Design Innovation

Honglin Li

Honglin Li

School of Design Art, Xiamen University of TechnologyXiamen, China
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Li, Honglin
 und 
Jiankai Weng

Jiankai Weng

Xiamen Academy of Arts and Design, Fuzhou UniversityXiamen, China
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Weng, Jiankai
  
05. Feb. 2025
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Online veröffentlicht: 05. Feb. 2025
Eingereicht: 15. Sept. 2024
Akzeptiert: 30. Dez. 2024
DOI: https://doi.org/10.2478/amns-2025-0045
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© 2025 Honglin Li et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

The design process of the digital IP role of Fujian
The design process of the digital IP role of Fujian

Figure 2.

The output peak signal-to-noise ratio of the digital IP image of different method
The output peak signal-to-noise ratio of the digital IP image of different method

Figure 3.

The posture represents the characteristic quantity extraction process
The posture represents the characteristic quantity extraction process

Figure 4.

The training results of the MSVM model in the training set and the test set
The training results of the MSVM model in the training set and the test set

Figure 5.

The confusion matrix of the custom data set
The confusion matrix of the custom data set

Figure 6.

Identification of each type of action type under model training
Identification of each type of action type under model training

The results of different models in two data sets

Methods CelebA Anime Face
FID↓ IS↑ FID↓ IS↑
ProGAN 7.04 3.64 9.8 5.61
StyleGAN 4.24 3.77 12.07 6.73
WGAN 11.39 — 10.52 4.22
TransGAN-XL 13.57 2.87 8.71 7.19
LAFITE 3.26 4.01 6.32 8.05
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