Research on Intelligent Assisted Design for Relieflike Digital Model Construction

In the context of the rapid advancement of Artificial Intelligence Generated Content (AIGC) technologies, we explore the application of these techniques in digitally reconstructing statues from the Shuilu Temple in Shaanxi Province, China. The research utilizes the Stable Diffusion deep learning model to generate depth maps, which provide spatial height information, for constructing statue models. To address the inherent randomness in AI-generated content, ControlNet is introduced to precisely control the generation process. By leveraging these intelligent technologies, the study investigates new quality productive forces in the preservation and revitalization of cultural heritage.

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Publication Details

Published
2024-10-25
DOI
https://doi.org/10.1109/icid64166.2024.11025026
Primary Topic
Simulation and Modeling Applications
Type
article
Field-Weighted Citation Impact
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article

Research on Intelligent Assisted Design for Relieflike Digital Model Construction

Fan Zhang, Jiaying Wang, Ke Du
Simulation and Modeling Applications
article

Research on Intelligent Assisted Design for Relieflike Digital Model Construction

Fan Zhang, Jiaying Wang, Ke Du
article en

Abstract

In the context of the rapid advancement of Artificial Intelligence Generated Content (AIGC) technologies, we explore the application of these techniques in digitally reconstructing statues from the Shuilu Temple in Shaanxi Province, China. The research utilizes the Stable Diffusion deep learning model to generate depth maps, which provide spatial height information, for constructing statue models. To address the inherent randomness in AI-generated content, ControlNet is introduced to precisely control the generation process. By leveraging these intelligent technologies, the study investigates new quality productive forces in the preservation and revitalization of cultural heritage.

Beijing Institute of Technology (CN)
Climate action
Openalex Percentile: Top 62%
Simulation and Modeling Applications
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