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http://dx.doi.org/10.7848/ksgpc.2014.32.5.495

Alternative Tracing Method for Moving Object Using Reference Template in Real-time Image - Focusing on Parking Management System  

Joo, Yong Jin (Dept. of Aerial Geoinformatics, Inha Technical College)
Kang, Lee Seul (Dept. of Geoinformatic Engineering, Inha University)
Hahm, Chang Hahk (Dept. of Aerial Geoinformatics, Inha Technical College)
Publication Information
Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography / v.32, no.5, 2014 , pp. 495-503 More about this Journal
Abstract
As the number of vehicles has been sharply increases, the significance of safety and effective operation issues in the parking lot is being emphasized, which takes a part of the transportation system. Recently, there have been several studies for the parking management by detecting moving object, however, recognizing numbers of fast-moving vehicles simultaneously in the picture is still a challenging problem. The parking lot in public area, or large-sized buildings has clear parking section, whereas the sensor system is configured to monitor a plurality of parking spaces. Therefore, by considering those parking lots, we suggested to develop the real-time parking availability information system by applying the real-time image processing techniques. with the help of template matching. Following the study, we wanted to provide the alternative method for parking management system through the reference template makers by recognizing movements of parked vehicles with the size and shape, regardless of direct detecting of driving movements. In addition, we evaluated the applicability and performances of the information system, presented in this study, and implemented a prototype system to simulate the parking statuses of each floor. In fat, it was possible to manage and analyze statistics about the total number of parking spaces and the number of vehicles parked through real-time video flames. We expected that the result of the study will be advanced, following the user-friendliness and cost reduction in operating parking management system and giving information by efficient analysis of parking situation.
Keywords
Parking Space Vacancy Detection Systems; Computer Vision; Template Matching; Moving Object;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 Bong, D.B.L., Ting, K.C., and Lai, K.C. (2008), Integrated approach in the design of Car Park Occupancy Information System (COINS), IAENG International Journal of Computer Science, Vol. 35, No. 1, pp. 7-14.
2 Bin, Z., Dalin, J., Fang, W., and Tingting, W. (2009), A design of parking space detector based on video image, Proceedings of 9th International Conference On Electronic Measurement &Instruments, IEEE, 16-19 August, Beijing, China, pp. 253-256.
3 Banerjee, S., Choudekar, P., and Muju, M.K. (2011), Real time car parking system using image processing, Proceedings of 3rd Institute of Electrical and Electronics Engineers, IEEE, 8-10 April, Kanyakumari, India, Vol. 2, pp. 99-103.
4 Chowdhury, M.T. and Zahir, E. (2013), Automotive parking lot and theft detection through image processing, American Journal of Engineering Research (AJER), Vol. 2, No. 10, pp. 308-313.
5 Lee, H.J. (2009), Web-based parking lot management system by vehicle movement, Journal of the Institute of Electronics and Information Engineers, Vol. 48, No. 12, pp. 95-101. (in Korean with English abstract)   과학기술학회마을
6 Frank, I.E. and Lee, J.W. (2012), Infrastructure-independent navigation system using embedded map and built-in sensors in the ubiquitous parking management, Journal of Korean Society for Internet Information, Vol. 13, No. 5, pp. 93-104. (in Korean with English abstract)   과학기술학회마을   DOI
7 Hasegawa T. and Ozawa, S. (1994), Counting cars by tracking of moving object in the outdoor parking, Proceedings of Vehicle Navigation and Information Systems Conference, IEEE, 31 August - 02 September, Yokohama, Japan, pp. 63-68.
8 Idris, M.Y.I., Tamil, E.M., Razak, Z., Noor, N.M., and Kin, L.W. (2009), Smart parking system using image processing techniques in wireless sensor network environment, Information Technology Journal, Vol. 8, No. 2, pp. 114-127.   DOI
9 Lee, S.H., Park, J.W., and Kang, M.S. (2012), Design of parking management system using smart phone based on RFID and USN, Proceedings of the Institute of Electronics and Information Engineers, IEIE, 27-29 June, Jeju, Korea, Vol. 35, No. 1, pp. 1826-1829.
10 Maeda, E. and Ishii, K. (1992), Evaluation of normalized principal component features in object detection, IEICE Transactions on. Information and Systems, Vol. J 75-D-11, No. 3, pp. 520-529.
11 Seo, J.M., Hu, X.W., Jang, I.K., and Lee, S.M. (2008), A parking management System using automatically car number image recognition, Proceedings of the Korea Multi Media Society, KMMS, 23-24 May, Gyeonsan, Korea, pp. 494-497.
12 Ueda, K., Horiba, I., Ikeda, K., Onodera, H., and Ozawa, S. (1991), An algorithm for detecting parking cars by the use of picture processing, IEICE Transactions on Information and Systems, Vol. J74-D-I1. No. I0, pp. 1379-1389.
13 Yusnita, R., Norbaya, F., and Basharuddin, N. (2012), Intelligent parking space detection system based on image processing, International Journal of Innovation, Management and Technology, Vol. 3, No. 3, pp. 232-235.