@article{ART003130934},
author={Tae-hoon Kim and Ji-young Na and Ji-won Yoon and Se-Hun Lee and Jun-ho Ahn},
title={Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={10},
pages={47-57},
doi={10.9708/jksci.2024.29.10.047}
TY - JOUR
AU - Tae-hoon Kim
AU - Ji-young Na
AU - Ji-won Yoon
AU - Se-Hun Lee
AU - Jun-ho Ahn
TI - Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 10
PB - The Korean Society Of Computer And Information
SP - 47
EP - 57
SN - 1598-849X
AB - This paper proposes a system to efficiently manage delays caused by unmanaged and congested queues in crowded environments. Such queues not only cause inconvenience but also pose safety risks. Existing systems, relying on single-camera feeds, are inadequate for complex scenarios requiring multiple cameras.
To address this, we developed a multi-vision long queue detection system that integrates multiple vision algorithms to accurately detect various types of queues. The algorithm processes real-time video data from multiple cameras, stitching overlapping segments into a single panoramic image. By combining object detection, tracking, and position variation analysis, the system recognizes long queues in crowded environments. The algorithm was validated with 96% accuracy and a 92% F1-score across diverse settings.
KW - Multiple Camera;Queue Recognition;Real-time Vision;Tracking;Image Stitching
DO - 10.9708/jksci.2024.29.10.047
ER -
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee and Jun-ho Ahn. (2024). Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency. Journal of The Korea Society of Computer and Information, 29(10), 47-57.
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee and Jun-ho Ahn. 2024, "Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency", Journal of The Korea Society of Computer and Information, vol.29, no.10 pp.47-57. Available from: doi:10.9708/jksci.2024.29.10.047
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee, Jun-ho Ahn "Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency" Journal of The Korea Society of Computer and Information 29.10 pp.47-57 (2024) : 47.
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee, Jun-ho Ahn. Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency. 2024; 29(10), 47-57. Available from: doi:10.9708/jksci.2024.29.10.047
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee and Jun-ho Ahn. "Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency" Journal of The Korea Society of Computer and Information 29, no.10 (2024) : 47-57.doi: 10.9708/jksci.2024.29.10.047
Tae-hoon Kim; Ji-young Na; Ji-won Yoon; Se-Hun Lee; Jun-ho Ahn. Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency. Journal of The Korea Society of Computer and Information, 29(10), 47-57. doi: 10.9708/jksci.2024.29.10.047
Tae-hoon Kim; Ji-young Na; Ji-won Yoon; Se-Hun Lee; Jun-ho Ahn. Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency. Journal of The Korea Society of Computer and Information. 2024; 29(10) 47-57. doi: 10.9708/jksci.2024.29.10.047
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee, Jun-ho Ahn. Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency. 2024; 29(10), 47-57. Available from: doi:10.9708/jksci.2024.29.10.047
Tae-hoon Kim, Ji-young Na, Ji-won Yoon, Se-Hun Lee and Jun-ho Ahn. "Multiple Camera-Based Real-Time Long Queue Vision Algorithm for Public Safety and Efficiency" Journal of The Korea Society of Computer and Information 29, no.10 (2024) : 47-57.doi: 10.9708/jksci.2024.29.10.047
