TY - JOUR
KW - Computational efficiency
KW - Digital inheritance
KW - Digital modeling
KW - Digital technologies
KW - Geographical limitations
KW - Historic preservation
KW - Images reconstruction
KW - Intangible cultural heritages
KW - Inventory
KW - Modeling technology
KW - Multi-scales
KW - Textures
KW - Traditional crafts
AU - Linxue Lyu
AB - Digital modeling technology breaks the geographical limitations of traditional intangible cultural heritage (ICH) dissemination, enabling more people to participate in the protection and inheritance of ICH in a more intuitive and vivid way. This study explores the application of digital modeling technology in the digital inheritance of traditional ICH and compares three neural network models-the multi-scale detail perception network (MDPN), DenseNet, and EfficientNet. The results show that the MDPN excels in detail processing and computational efficiency, accurately reconstructing the complex textures and fine patterns in ICH images. When combined with other models, the MDPN provides users with an immersive experience when both viewing and creating ICH. In conclusion, digital modeling technology is becoming an important tool for promoting the widespread dissemination of ICH.
DO - 10.4018/IJCINI.383671
M1 - 1
N2 - Digital modeling technology breaks the geographical limitations of traditional intangible cultural heritage (ICH) dissemination, enabling more people to participate in the protection and inheritance of ICH in a more intuitive and vivid way. This study explores the application of digital modeling technology in the digital inheritance of traditional ICH and compares three neural network models-the multi-scale detail perception network (MDPN), DenseNet, and EfficientNet. The results show that the MDPN excels in detail processing and computational efficiency, accurately reconstructing the complex textures and fine patterns in ICH images. When combined with other models, the MDPN provides users with an immersive experience when both viewing and creating ICH. In conclusion, digital modeling technology is becoming an important tool for promoting the widespread dissemination of ICH.
TI - Research on Interactive Experience and Inheritance Development of Traditional Craft Intangible Cultural Heritage Based on Digital Technology
VL - 19
SN - 1557-3958
ER -