@article{ART003152967},
author={Hee-Cheol Kim and Kang-Hee Lee and Yourack Lee and Hyun-Ghang Jeong and Hyun-Soo Choi},
title={CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={12},
pages={87-98}
TY - JOUR
AU - Hee-Cheol Kim
AU - Kang-Hee Lee
AU - Yourack Lee
AU - Hyun-Ghang Jeong
AU - Hyun-Soo Choi
TI - CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 12
PB - The Korean Society Of Computer And Information
SP - 87
EP - 98
SN - 1598-849X
AB - This study proposes a non-invasive system that collects patients' daily behavioral indicators to evaluate and predict mental health status. By extracting indicators such as travel distance, activity radius, time spent alone, and duration of contact with others, the system aims to detect changes in psychological states, including depression, anxiety, and suicide risk. To collect these behavioral indicators, the system utilizes object identification and tracking based on the Bird’s Eye View method to ensure consistent tracking and obtain location information across multiple camera perspectives. Based on the extracted location information, we generated behavioral indicators and analyzed their correlations with suicide risk and mental health measures. Our analysis revealed statistically significant relationships between the behavioral indicators and mental health measures. This indicates that behavioral indicators can objectively assess patients' mental health status. By enabling the evaluation of patients' mental health through this system, we expect to contribute to regular patient management and improvements in mental health care.
KW - Mental Health Prediction;Biomarker;Bird's Eye View;Object Identification and Tracking;Behavioral Indicators;Suicide Risk and Behavior Assessment Metrics;Multi-camera Tracking
DO -
UR -
ER -
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong and Hyun-Soo Choi. (2024). CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards. Journal of The Korea Society of Computer and Information, 29(12), 87-98.
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong and Hyun-Soo Choi. 2024, "CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards", Journal of The Korea Society of Computer and Information, vol.29, no.12 pp.87-98.
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong, Hyun-Soo Choi "CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards" Journal of The Korea Society of Computer and Information 29.12 pp.87-98 (2024) : 87.
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong, Hyun-Soo Choi. CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards. 2024; 29(12), 87-98.
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong and Hyun-Soo Choi. "CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards" Journal of The Korea Society of Computer and Information 29, no.12 (2024) : 87-98.
Hee-Cheol Kim; Kang-Hee Lee; Yourack Lee; Hyun-Ghang Jeong; Hyun-Soo Choi. CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards. Journal of The Korea Society of Computer and Information, 29(12), 87-98.
Hee-Cheol Kim; Kang-Hee Lee; Yourack Lee; Hyun-Ghang Jeong; Hyun-Soo Choi. CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards. Journal of The Korea Society of Computer and Information. 2024; 29(12) 87-98.
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong, Hyun-Soo Choi. CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards. 2024; 29(12), 87-98.
Hee-Cheol Kim, Kang-Hee Lee, Yourack Lee, Hyun-Ghang Jeong and Hyun-Soo Choi. "CCTV-Based Behavioral Indicator Analysis System for Mental Health Evaluation in Protective Wards" Journal of The Korea Society of Computer and Information 29, no.12 (2024) : 87-98.
