Multimodal computational modeling of EEG and artistic painting for exploring the stress-relief mechanism of urban green spaces

We conduct extensive experiments demonstrating that ArtCLIP achieves significant improvements in real-time artistic rendering tasks compared to baseline models. The results show enhanced adaptability to varying artistic styles and better alignment with descriptive prompts, offering a promising avenue for digital art creation. By enabling semantically driven and stylistically controllable painting generation, our approach contributes to a more interpretable and interactive form of AI-assisted creativity.

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Publication Details

Journal
Frontiers in Psychology
Published
2025-10-07
DOI
https://doi.org/10.3389/fpsyg.2025.1547947
Primary Topic
Color perception and design
Type
article
Field-Weighted Citation Impact
0.00

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article

Multimodal computational modeling of EEG and artistic painting for exploring the stress-relief mechanism of urban green spaces

Tang Bei
Frontiers in Psychology
Color perception and design
article

Multimodal computational modeling of EEG and artistic painting for exploring the stress-relief mechanism of urban green spaces

Tang Bei
article en

Abstract

We conduct extensive experiments demonstrating that ArtCLIP achieves significant improvements in real-time artistic rendering tasks compared to baseline models. The results show enhanced adaptability to varying artistic styles and better alignment with descriptive prompts, offering a promising avenue for digital art creation. By enabling semantically driven and stylistically controllable painting generation, our approach contributes to a more interpretable and interactive form of AI-assisted creativity.

Frontiers in PsychologyVol. 16
ARTS Group (China) (CN)
Jilin Office of Philosophy and Social Science
Openalex Percentile: Top 67%
Color perception and design
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Multimodal computational modeling of EEG and artistic painting for exploring the stress-relief mechanism of urban green spaces — Tang Bei · Frontiers in Psychology (2025) | TGRS Research Map | TGRS