Aigc empowers the sustainable development of traditional Chinese paper-cut
Bibliographic Data
| ID | 7750047 |
|---|---|
| Authors | Daoling Chen (0000-0003-2746-7551, Minjiang University), Pengpeng Cheng (Zhejiang University of Science and Technology, corresponding author) |
| Year | 2025 |
| Volume | 40 |
| Issue | 4 |
| Pages | 1115-1125 |
| Publication date | 2025-12-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Digital Scholarship in the Humanities (JOURNAL) |
| Journal identifiers | ISSN: 2055-7671 • E-ISSN: 2055-768X |
| Publisher | Oxford University Press (PUBLISHER • GB) |
| DOI | 10.1093/llc/fqaf053 |
| OpenAlex | W4414384391 |
| Language | EN |
| Citations received | 1 |
| References cited | 10 |
This research aims to explore the application of artificial intelligence-generated content (AIGC) technology in traditional Chinese paper-cut design and promote the protection and inheritance of traditional Chinese paper-cut culture. First, the paper-cut works of paper-cut artist are analyzed to extract the characteristic factors of her design styles. Second, based on the characteristics of the paper-cut style, a dedicated dataset for model training is constructed and passed into the fine-tuning network to train and generate a Low-Rank Adaptation (LoRA) fine-tuning model with the design style characteristics of the paper-cut artists. Finally, the paper-cut LoRA model is combined with the stable diffusion model to complete the intelligent design practice of traditional paper-cut. Through experimental verification, the paper-cut model trained in this research can effectively realize the migration design of traditional paper-cut artists’ design style and improve the efficiency of paper-cut design. This research proposes a paper-cut style generation method based on AIGC, which provides a new perspective for the protection and development of paper-cut culture. This method reduces the difficulty of paper-cut design, optimizes the design process, and improves design efficiency, providing technical support for the sustainable development of paper-cut art. At the same time, it also has important significance and value for the digital inheritance and innovation of other intangible cultural heritage
Adaptation (eye) · Design methods · Inheritance (genetic algorithm) · Perspective (graphical) · Style (visual arts) · Sustainable Design · Sustainable development · Value (mathematics) · Aesthetic Perception and Analysis · Conservation Techniques and Studies · Digital Media and Visual Art
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |