Research on Dynamic Video of Qijiang Woodblock Prints Based on AIGC Technology

As a unique folk art form in Southwest China, Qijiang New Year pictures are facing the dual challenges of static communication limitation and insufficient technical adaptation in the digital transformation. Based on the technology of Generative Artificial Intelligence (AIGC), by constructing a multi-objective loss function that integrates the semantic alignment of text, color constraint and style feature preservation mechanism, the key problems such as color deviation and motion mutation in the dynamic process of traditional woodcut are solved. Combining optical flow-oriented interpolation algorithm and physical simulation post-processing technology, the optimization of time sequence consistency and the accurate expression of cultural symbols are realized. Through the double evaluation system of quantitative indicators and user cognitive experiments, the advantages of the algorithm in sports fluency, style fidelity and narrative consistency are verified. This technology can be applied to cultural heritage communication, educational tourism and video game industry, and its cross-domain application potential needs to be reconstructed by activating young people's immersive experience.

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Publication Details

Published
2025-06-06
DOI
https://doi.org/10.1145/3757749.3757785
Primary Topic
Image Processing and 3D Reconstruction
Type
article
Field-Weighted Citation Impact
0.00
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Research on Dynamic Video of Qijiang Woodblock Prints Based on AIGC Technology

Yao Lu, Qiang Lei, Qian Li, Linzhi Li et al.
Image Processing and 3D Reconstruction
article

Research on Dynamic Video of Qijiang Woodblock Prints Based on AIGC Technology

Yao Lu, Qiang Lei, Qian Li, Linzhi Li, Xin Qiu, Ye Wang
article en

Abstract

As a unique folk art form in Southwest China, Qijiang New Year pictures are facing the dual challenges of static communication limitation and insufficient technical adaptation in the digital transformation. Based on the technology of Generative Artificial Intelligence (AIGC), by constructing a multi-objective loss function that integrates the semantic alignment of text, color constraint and style feature preservation mechanism, the key problems such as color deviation and motion mutation in the dynamic process of traditional woodcut are solved. Combining optical flow-oriented interpolation algorithm and physical simulation post-processing technology, the optimization of time sequence consistency and the accurate expression of cultural symbols are realized. Through the double evaluation system of quantitative indicators and user cognitive experiments, the advantages of the algorithm in sports fluency, style fidelity and narrative consistency are verified. This technology can be applied to cultural heritage communication, educational tourism and video game industry, and its cross-domain application potential needs to be reconstructed by activating young people's immersive experience.

Chongqing University of Science and Technology (CN), Chongqing University of Technology (CN)
Openalex Percentile: Top 76%
Image Processing and 3D Reconstruction
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