DOI QR코드

DOI QR Code

Lane Detection for Parking Violation Assessments

  • Kim, A-Ram (Department of Advanced Engineering, Kyungnam University) ;
  • Rhee, Sang-Yong (Department of Computer Engineering, Kyungnam University) ;
  • Jang, Hyeon-Woong (Department of Advanced Engineering, Kyungnam University)
  • Received : 2016.02.26
  • Accepted : 2016.03.24
  • Published : 2016.03.25

Abstract

In this study, we propose a method to regulate parking violations using computer vision technology. A still color image of the parked vehicle under question is obtained by a camera mounted on enforcement vehicles. The acquired image is preprocessed through a morphological algorithm and binarized. The vehicle's shadows are detected from the binarized image, and lanes are identified using the information from the yellow parking lines that are drawn on the load. Whether parking is illegal is determined by the conformity of the lanes and the vehicle's shadow.

Keywords

References

  1. J. Illingworth and J. Kittler, "A survey of the Hough transform," Computer Vision, Graphics, and Image Processing, vol. 44, pp. 87-116, 1988. http://dx.doi.org/10.1016/S0734-189X(88)80033-1
  2. J. W. Park, S. M. Shin, and K. B. Kim, "Lane detection using fuzzy binarization and Hough transform," Journal of the Korea Institute of Electronic Communication Sciences, vol. 5, no. 2, pp. 473-477, 2011.
  3. T. W. Bae and S. I. Lee, "An iterative bilateral weighted median filter for the removal of high-density impulse noise," Journal of Korean Institute of Information Technology, vol. 8, no. 2, pp. 59-65, 2010.
  4. S. J. Ahn and M. H. Han, "Research of the lane recognition for an advanced vehicle system," Journal of Korean Institute of Information Technology, vol. 5, no. 1, pp. 136-142, 2007.
  5. J. H. Cho, Y. M. Jang, and S. B. Cho, "A high-performance lane recognition algorithm using word descriptors and a selective Hough transform algorithm with four-channel ROI," Journal of the Institute of Electronics and Information Engineers, vol. 52, no. 2, pp. 148-161, 2015. http://dx.doi.org/10.5573/ieie.2015.52.2.148
  6. C. Jang, S. Lee, C. Choi, and Y. K. Kim, "Realtime robust curved lane detection algorithm using Gaussian mixture model," Journal of Institute of Control, Robotics and Systems, vol. 22, no. 1, pp. 1-7, 2016. https://doi.org/10.5302/J.ICROS.2016.15.0073
  7. C. K. Cheong, "A high speed road lane detection based on optimal extraction of ROI-LB," Journal of Broadcast Engineering, vol. 14, no. 2, pp. 253-264, 2009. http://dx.doi.org/10.5909/JBE.2009.14.2.253
  8. S. B. Woo, C. S. Park, and K. B. Kim, "Lane detection using fuzzy C-Means clustering," in Proceedings of the KIIS Fall Conference, Seoul, Korea, 2009, pp. 396-401.
  9. Q. Lin, Y. J. Han, and H. S. Hahn, "Lane detection in complex environment using grid-based morphology and directional edge-link pairs," Journal of Korean Institute of Intelligent Systems, vol. 20, no. 6, pp. 786-792, 2010. http://dx.doi.org/10.5391/JKIIS.2010.20.6.786
  10. T. Park and T. H. Cho, "A crosswalk and stop line recognition system for autonomous vehicles," Journal of Korean Institute of Intelligent Systems, vol. 22, no. 2, pp. 154-160, 2012. http://dx.doi.org/10.5391/JKIIS.2012.22.2.154
  11. G. H. Jang, S. W. Kwak, and M. W. Jung, "Lane detection algorithm based on color information," in Proceedings of the KIIS Spring Conference, Mokpo, Korea, 2012, pp. 299-300.
  12. H. S. Lee, "An adaptive image algorithm for object detection in night drive," Proceedings of the KIIS Fall Conference 2010, vol. 20, no. 2, pp. 416-419, 2010.
  13. H. Y. Cheng, B. S. Jeng, P. T. Tseng, and K. C. Fan, "Lane detection with moving vehicles in the traffic scenes," IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 4, pp. 571-582, 2006. http://dx.doi.org/10.1109/TITS.2006.883940
  14. J. C. McCall and M. M. Trivedi, "Video-based lane estimation and tracking for driver assistance: survey, system, and evaluation," IEEE Transactions on Intelligent Transportation Systems, vol. 7, no. 1, pp. 20-37, 2006. http://dx.doi.org/10.1109/TITS.2006.869595
  15. D. Lee, "Bad Korean law and order," Available http://news.mk.co.kr/newsRead.php?year=2014&no=1392384
  16. S. Y. Rhee and Y. B. Kim, "Rear car license plate detection of one more cars," Journal of Institute of Control, Robotics and Systems, vol. 12, no. 4, pp. 400-404, 2006. http://dx.doi.org/10.5302/J.ICROS.2006.12.4.400