Emotion-Driven Architectural Image Generation and EEG-Based Evaluation: Divergent Subjective and Physiological Responses to AI-Modified Design Elements

This study aims to establish a method-integrative framework for emotion-oriented architectural image generation. The framework combines Stable Diffusion with targeted LoRA (Low-Rank Adaptation), a lightweight and parameter-efficient fine-tuning approach, together with ControlNet-based structural con...

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Hlavní autoři:	Yuchen Liu, Shihu Ji, Mincheol Whang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-12-01
Edice:	Buildings
Témata:	emotion-driven architectural design stable diffusion LoRA and controlnet electroencephalography (EEG) alpha–beta ratio (RAB) design elements
On-line přístup:	https://www.mdpi.com/2075-5309/16/1/36
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