Abstract
The main objective of this paper is pollution check control using license plate detection. In this paper, we extract the information about the vehicle owner by using registration number. So initially, we extract the registration number from the license plate after that compare the registration number to the local database. If registration number is stored in the database, then we retrieve the detail of the vehicle owner. The first key step of this work is to extract the registration number from the license plate for the retrieval of information about the vehicle owner. The extraction of license plate is divided into four parts: first one is preprocessing of image, second is localization of license plate, next step is segmentation of the characters in the license plate, and final step is recognition of characters from the segmented license plate. Apart from that we have also extended our research work to pollution fine implementation and vehicle entry restriction for particular area, vehicle which are more than 10 years old.
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References
Liu, C. C., Luo, Z.: Extraction of vehicle license plate number using license plate calibration. In: IET International Conference on Frontier Computing. Theory, Technologies and Applications, Taichung, 2010, pp. 187–192 (2010)
Mesleh, A., Sharadqh, A., Al-Azzeh, J.: An optical character recognition. Contemp. Eng. Sci. 5(11), 521–529 (2012)
Farajian, N., Rahimi, M.: Algorithms for license plate detection: a survey. In: First International Congress on Technology, Communication and Knowledge (ICTCK 2014) 26–27 November 2014
Babu, C.N.K., Subramanian, T.S., Kumar, P.: A feature based approach for license plate-recognition of Indian number plates. In: IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), Coimbatore, pp. 1–4 (2010)
Madhukar, P., Singh, K.R.: Text recognition from images. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 4(11) (2015)
Rabee, A., Barhumi, I.: License plate detection and recognition in complex scenes using mathematical morphology and support vector machines. In: International Conference on Systems, Signals and Image Processing, Dubrovnik, Croatia, 12–15 May 2014
Chen, B., Cao, W., Zhang, H.: An efficient algorithm on vehicle license plate location. In: Proceedings of the IEEE International Conference on Automation and Logistics Qingdao, China September 2008
Aytekin, B., Altuğ, E.: Increasing driving safety with a multiple vehicle detection and tracking system using ongoing vehicle shadow information. In: IEEE International Conference on Systems Man and Cybernetics (SMC), Istanbul, pp. 3650–3656 (2010)
Wazalwar, D., Oruklu, E., Saniie, J.: Design flow for robust license plate localization. In: IEEE International Conference on Electro/Information Technology (EIT), Mankato, MN, pp. 1–5 (2011)
Sulaiman, N., Jalani, M., Mustafa, M.: Development of automatic vehicle plate detection system. In: IEEE 3rd International Conference on System Engineering and Technology, 19–20 Aug 2013
Bhatia, N.: Optical character recognition techniques: a review. 4(5) May (2014)
Aghdasi, F., Ndungo, H.: Automatic licence plate recognition system. In: 7th AFRICON Conference in Africa, Gaborone, vol. 1, pp. 45–50 (2004)
Vamvakas, G., Gatos, B., Stamatopoulos, N., Perantonis, S.J.: A complete optical character recognition methodology for historical documents, DAS′08. In: The Eighth IAPR International Workshop on Document Analysis Systems, Nara, pp. 525–532 (2008)
Haneda, K., Hanaizumi, H.: A flexible method for recognizing four-digit numbers on a license-plate in a video scene. In: IEEE International Conference on Industrial Technology (ICIT), Athens, pp. 112–116 (2012)
Zheng, L., Samali, L., Yang, L.T.: Accuracy enhancement for license plate recognition. In: 10th International Conference on Computer and Information Technology (CIT), Bradford, pp. 511–516 (2010)
Kulkarni, P., Khatri, A., Banga, P., Shah, K.: A feature based approach for localization of Indian number plates. In: IEEE International Conference on Electro/Information Technology, Windsor, ON, pp. 157–162 (2009)
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Garg, S., Mishra, N. (2018). Pollution Check Control Using License Plate Extraction via Image Processing. In: Pant, M., Ray, K., Sharma, T., Rawat, S., Bandyopadhyay, A. (eds) Soft Computing: Theories and Applications. Advances in Intelligent Systems and Computing, vol 584. Springer, Singapore. https://doi.org/10.1007/978-981-10-5699-4_14
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DOI: https://doi.org/10.1007/978-981-10-5699-4_14
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