TY - GEN
T1 - AI-based free parking space detection system for large parking areas
AU - Luong, Tuan
AU - Shin, Yeongbin
AU - Park, Jooeon
AU - Leeu, Sihoon
AU - Moon, Hyungpil
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - This paper presents an AI-based vision system for free parking space recognition using a CCTV camera and deep learning-based object detection. The system captures video streams from a roof-mounted camera and processes them using a YOLO-based algorithm to determine parking occupancy. The detection results are transmitted to an AWS cloud server and visualized through a Progressive Web Application (PWA) for real-time monitoring. The system was deployed and tested in a large parking lot at Sungkyunkwan University, achieving over 98% accuracy in well-visible areas. The proposed system demonstrates the feasibility of low-cost, automated parking monitoring, with potential for further scalability and deployment in real-world smart parking solutions.
AB - This paper presents an AI-based vision system for free parking space recognition using a CCTV camera and deep learning-based object detection. The system captures video streams from a roof-mounted camera and processes them using a YOLO-based algorithm to determine parking occupancy. The detection results are transmitted to an AWS cloud server and visualized through a Progressive Web Application (PWA) for real-time monitoring. The system was deployed and tested in a large parking lot at Sungkyunkwan University, achieving over 98% accuracy in well-visible areas. The proposed system demonstrates the feasibility of low-cost, automated parking monitoring, with potential for further scalability and deployment in real-world smart parking solutions.
KW - AI
KW - Free parking space recognition
KW - Vision-based detection
KW - YOLO
UR - https://www.scopus.com/pages/publications/105016844026
U2 - 10.1109/RCAR65431.2025.11139447
DO - 10.1109/RCAR65431.2025.11139447
M3 - Conference contribution
AN - SCOPUS:105016844026
T3 - RCAR 2025 - IEEE International Conference on Real-Time Computing and Robotics
SP - 1072
EP - 1077
BT - RCAR 2025 - IEEE International Conference on Real-Time Computing and Robotics
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2025 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2025
Y2 - 1 June 2025 through 6 June 2025
ER -