A Survey on Detection of Illegally Parked Vehicle in No Parking Area

Authors

  • Rikita R. Nagar  Department of Information Technology, Government Polytechnic for Girls, Ahmedabad, Gujarat, India
  • Prof. Hiteishi M. Diwanji  H.O.D., Department of Information Technology, L.D.College of Engineering, Ahmedabad, Gujarat, India

Keywords:

Vehicle Detection, Real Time, Object tracking, Video Surveillance, Traffic Monitoring, Illegally parked vehicle

Abstract

Nowadays with the increase use of vehicles traffic management becomes hectic problem. People dont find parking space easily and encouraged to do parking in no parking area. Due to vehicle parked on the busy traffic road, other vehicles may hit the car and cause the potential accidents which may create a public safety problem. The detection of illegally parked vehicles is an important part of any traffic management and video surveillance application. Camera Surveillance system becomes cheaper and due to this human activity or behavior detection and tracking also becomes more practical. So, many automated systems have been designed for number of detection tasks, but the unauthorized or illegally parked vehicle detection is still done by the human operators of such surveillance system. From the literature review different methods are identified such as background subtraction, frame differencing method, Single Shot Multibox Detector based on Deep learning, Scalable Histogram of oriented Gradient, Mixture of Gaussian modeling used to detect and track object from captured video sequence. Background subtraction method gives us better and accurate result for moving vehicles detection. Detecting an illegally parked vehicle in no parking area becomes more complex task due to illumination changes and sudden weather change condition. The goal of this paper is to analyze and review the previous approaches towards detecting illegally parked vehicle in no parking area using video sequences.

References

  1. Jong T. Lee, M. S. Ryoo, Matthew Riley, J. K. Aggarwal,"Real-Time Illegal Parking Detection in Out-door Environments Using 1-D Transformation", IEEE Transactions On Circuits And Systems For Video Tech-nology, VOL. 19, NO. 7, JULY 2009
  2. Xuemei Xie , Chenye Wang, Shu Chen, Guangming Shi, Zhifu Zhao,"Real-Time Illegal Parking Detection System Based on Deep Learning",Proceedings of the 2017 International Conference on Deep Learning Tech-nologies,Pages 23-27
  3. W. Hassan, P. Birch, R. Young, and C. Chatwin, "Real-Time Occlusion Tolerant Detection of Illegally Parked Vehicles",International Journal of Control, Automation, and Systems, vol. 10, no. 5, pp. 972982, 2012
  4. Wahyono, A.Filonenko,K. H. Jo , "Illegally parked vehicle detection using adaptive dual background model",Proc. of IEEE Indutrial Electronic Society Con-ference (IECON), Yokohama, Nov 2015.
  5. Wahyono, Alexander Filonenko, Kang-Hyun Jo ,"De-tecting illegally parked vehicle based on cumulative dual foreground difference", IEEE 14th International Conference on Industrial Informatics, 2016
  6. Mukesh Tiwari,Dr. Rakesh Singhai,"A Review of De-tection and Tracking of Object from Image and Video Sequences",International Journal of Computational In-telligence Research ISSN 0973-1873 Volume 13, Num-ber 5 (2017), pp. 745-765 Research India Publications

Downloads

Published

2018-01-20

Issue

Section

Research Articles

How to Cite

[1]
Rikita R. Nagar, Prof. Hiteishi M. Diwanji, " A Survey on Detection of Illegally Parked Vehicle in No Parking Area , International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 2, pp.17-22 , January-February-2018.