@article{ART003212705},
author={Min-Su Kim and Min Kim and Hyeon-jung Kwak and Ye-jun Choi and Hyung-rok Lee and Chi-wook Ahn and Won Joo Lee and Young-Bok Cho},
title={An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={6},
pages={109-118}
TY - JOUR
AU - Min-Su Kim
AU - Min Kim
AU - Hyeon-jung Kwak
AU - Ye-jun Choi
AU - Hyung-rok Lee
AU - Chi-wook Ahn
AU - Won Joo Lee
AU - Young-Bok Cho
TI - An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 6
PB - The Korean Society Of Computer And Information
SP - 109
EP - 118
SN - 1598-849X
AB - In this paper, we propose an interactive art appreciation system that integrates computer vision and large language models to enable users—including those with visual impairments—to actively engage with visual art. The system recognizes artworks using YOLO-based object detection and VGG16 classification, and applies HSV-based color correction to enhance the reliability of emotional analysis.
Subsequently, the Qwen2.5-VL-3B model summarizes visual content, while the Qwen2.5-32B model generates emotionally enriched descriptions and facilitates interactive dialogues. Additionally, a retrieval-augmented generation (RAG) framework is implemented to answer user questions, and prompts inspired by Visual Thinking Strategies (VTS) are used to elicit emotional responses and foster meaningful engagement. The proposed system demonstrates the potential of artificial intelligence to enhance both the accessibility and immersiveness of art appreciation, offering a new model for inclusive interaction with visual culture.
KW - Artwork recognition;Computer vision;Vision-Language Model;Large Language Model;Visual Thinking Strategies;Human-AI interaction
DO -
UR -
ER -
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee and Young-Bok Cho. (2025). An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models. Journal of The Korea Society of Computer and Information, 30(6), 109-118.
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee and Young-Bok Cho. 2025, "An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models", Journal of The Korea Society of Computer and Information, vol.30, no.6 pp.109-118.
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee, Young-Bok Cho "An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models" Journal of The Korea Society of Computer and Information 30.6 pp.109-118 (2025) : 109.
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee, Young-Bok Cho. An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models. 2025; 30(6), 109-118.
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee and Young-Bok Cho. "An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models" Journal of The Korea Society of Computer and Information 30, no.6 (2025) : 109-118.
Min-Su Kim; Min Kim; Hyeon-jung Kwak; Ye-jun Choi; Hyung-rok Lee; Chi-wook Ahn; Won Joo Lee; Young-Bok Cho. An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models. Journal of The Korea Society of Computer and Information, 30(6), 109-118.
Min-Su Kim; Min Kim; Hyeon-jung Kwak; Ye-jun Choi; Hyung-rok Lee; Chi-wook Ahn; Won Joo Lee; Young-Bok Cho. An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models. Journal of The Korea Society of Computer and Information. 2025; 30(6) 109-118.
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee, Young-Bok Cho. An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models. 2025; 30(6), 109-118.
Min-Su Kim, Min Kim, Hyeon-jung Kwak, Ye-jun Choi, Hyung-rok Lee, Chi-wook Ahn, Won Joo Lee and Young-Bok Cho. "An Inclusive AI Docent System for Accessible and Interactive Art Appreciation using Vision and Language Models" Journal of The Korea Society of Computer and Information 30, no.6 (2025) : 109-118.
