What question did this study set out to answer?

To develop an AI generation system integrated with traditional brush-and-ink knowledge to overcome visual imitation and capture authentic aesthetic conception in Chinese painting.

August 16, 2026Advanced ElectromagneticsOpen Access

Application of Artificial Intelligence Generated Content (AIGC) in Contemporary Chinese Painting Creation

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Authors

EFE. B. Fan

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Implication

Computational framework demonstrates enhanced aesthetic quality and semantic consistency in AI-generated Chinese paintings, highlighting improved capture of traditional brushwork and artistic spirit.

Key Points

To develop an AI generation system integrated with traditional brush-and-ink knowledge to overcome visual imitation and capture authentic aesthetic conception in Chinese painting.
Built and semantically annotated a dataset capturing brushstrokes, white space, and traditional artistic elements using CLIP multimodal encoding.
Embedded an a priori knowledge-based brush and ink control module into Stable Diffusion alongside philosophical knowledge graphs and interactive artist feedback.
Achieved an SSIM of 0.87 and an FID of 18.5, indicating high visual quality and structural fidelity.
Demonstrated a 40.3% improvement in overall aesthetic score and a 26.2% improvement in semantic consistency CLIPScore relative to baseline generation.

Cite This Study

E. B. Fan (2026) studied this question.

synapsesocial.com/papers/6a81799af2fb91fc834acc4d https://doi.org/10.7716/aem.v15i3.3532

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Implication

Computational framework demonstrates enhanced aesthetic quality and semantic consistency in AI-generated Chinese paintings, highlighting improved capture of traditional brushwork and artistic spirit.

Application of Artificial Intelligence Generated Content (AIGC) in Contemporary Chinese Painting Creation

Discussion

Member takes

Implication

Key Points

Cite This Study

Application of Artificial Intelligence Generated Content (AIGC) in Contemporary Chinese Painting Creation

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider