Emotional Response Mechanism of Smart Textiles Integrated with Transformer Model in Garden Interactive Art Installation
Tianlong Chai, Chengcheng Sha · idd3 · 2026
This research proposes a mechanism for smart textiles to recognize emotions and provide artistic feedback in interactive garden installations.
Plain English summary
Why this matters
Key findings
- Proposed a mechanism for emotion recognition in smart textiles.
- Integrated multiple sensors for physiological signal collection.
- Achieved a signal-to-noise ratio of 28.3 dB.
- Reduced response delay to 190 ms in complex environments.
- User satisfaction scores indicate positive emotional feedback.
What's new
The integration of a lightweight Transformer model with smart textiles for real-time emotional interaction and artistic feedback is a new approach.
Limitations
The abstract does not detail the scalability of the technology or its performance in varied environments beyond garden installations.
Commercial context
The technology is still in the experimental phase and has not been commercialized.
Publication
- Publisher
- idd3
- Publication date
- January 20, 2026
- Research type
- Paper
Tags
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