Browse > Article
http://dx.doi.org/10.7840/KICS.2011.36C.10.629

An Efficient Vehicle Parking Detection Method Using Gray Scale Images  

Park, Ho-Sik (오산대학교 디지털전자과)
Bae, Cheol-Soo (관동대학교 전자통신공학과)
Abstract
Empty space in the parking lot of the parking space to analyze the effective use of technology and transportation may be useful in the jungle, However, conventional analytical methods impractical parking space or need a fast processing speed. In this paper, real-time parking, so parking monitoring methods for detection is proposed. Gray-level images using the proposed method to determine whether the parking and the parking space was used to analyze. To verify the performance of the proposed method in an outdoor parking lot 129 video capture and analysis of experimental results in 98.5% of the parking space, parking space, the success of the proposed method was proved to be effective in the analysis.
Keywords
Gray Scale Image; Parking Detection; Vacant Cell; Image Region; Gray Level;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Maeda E et al. "Object detection method with robustness to environmental changes", Trans IEICE 1991; J74-D-II: 1731-1740.
2 Maeda E, Ishii K. "Evaluation of principal component feature characteristics in object detection", Trans IEICE 1991; J75-D-II: 520-529.
3 Mizukoshi N et al. "Parking condition discrimination system of image processing type using a neural network model", IEEE Vehicle Navigation & Information Systems Conf, pp. 69-74, 2002
4 Miyake M et al. "Nighttime detection of vehicles in parking lot using image processing" Road Traffic Committee of IEE Japan, RTA-91-23, 2003
5 Hasegawa T et al. Counting cars by tracking moving objects in outdoor parking lot. IEEE Vehicle Navigation and Information Systems Conf, pp.63-68, 2005
6 Sakaida, Shinichi, Naemura, Masahide, Kanatsugu, "Moving object extraction using background difference and region growing with a spatio- temporal watershed algorithm" Systems and computers in Japan, Vol.33, No.12, pp.11-26, 2007
7 Betke, Margrit, Haritaoglu, Esin, Davis, Larry S. "Real-time multiple vehicle detection and tracking from a moving vehicle", Machine vision and applications, Vol.12, No.2, pp.69-83, 2009.
8 Koizumi M, Koyama S. "Parking lot monitoring system based on image processing in Tomei Expressway", Kosokudoroto Jidosha 1992; 35: 32-40.
9 Takahashi Y et al. "Image recognition technology for automation of parking lot management", NTT R&D 1992; 41: 493-500.