Vision-Language Assistant for Emotional Reactions to Risky Driving

Harine Choi, Eun Hak Lee, Zhengzhong Tu

This study introduces a vision-language pipeline that detects risky driving behaviors and generates emotionally expressive responses to support driver awareness and comfort. Althou…