SOFTWARE FOR RECOGNITION OF CAR NUMBER PLATE
Mohanad ABDULHAMID
moh1hamid@yahoo.comAl-Hikma University, Karada Kharidge, Baghdad (Iraq)
Njagi KINYUA
University of Nairobi, P.O. Box 30197-00100, Nairobi (Kenya)
Abstract
The purpose of this paper is to design and implement an automatic number plate recognition system. The system has still images as the input, and extracts a string corresponding to the plate number, which is used to obtain the output user data from a suitable database. The system extracts data from a license plate and automatically reads it with no prior assumption of background made. License plate extraction is based on plate features, such as texture, and all characters segmented from the plate are passed individually to a character recognition stage for reading. The string output is then used to query a relational database to obtain the desired user data. This particular paper utilizes the intersection of a hat filtered image and a texture mask as the means of locating the number plate within the image. The accuracy of location of the number plate with an image set of 100 images is 68%.
Keywords:
recognition software, car number plate, designReferences
Badr, A., & Abdelwahab, M. (2011). Automatic number plate recognition system. Annals of the University of Craiova, Mathematics and Computer Science Series, 38(1), 62–71.
Google Scholar
Lin, Ch.-H., Lin, Y.-S., & Liu, W.-Ch. (2018). An efficient license plate recognition system using convolution neural networks. In 2018 IEEE International Conference on Applied System Invention (pp. 224–227). Japan: IEEE.
DOI: https://doi.org/10.1109/ICASI.2018.8394573
Google Scholar
Sharma, G. (2018). Performance Analysis of Vehicle Number Plate Recognition System Using Template Matching Techniques. Journal of Information Technology & Software Engineering, 8(2), 1–9.
DOI: https://doi.org/10.4172/2165-7866.1000232
Google Scholar
Silva, S. & Jung, C. (2018). License plate detection and recognition in unconstrained scenarios. In V. Ferrari, M. Hebert, C. Sminchisescu & Y. Weiss (Eds.), European Conference on Computer Vision (pp. 593–609). Springer, Cham.
DOI: https://doi.org/10.1007/978-3-030-01258-8_36
Google Scholar
Xie, F., & Zhang, M. (2018). A robust license plate detection and character recognition algorithm based on a combined feature extraction model and BPNN. Journal of Advanced Transportation, 2018, 1–14.
DOI: https://doi.org/10.1155/2018/6737314
Google Scholar
Authors
Njagi KINYUAUniversity of Nairobi, P.O. Box 30197-00100, Nairobi Kenya
Statistics
Abstract views: 172PDF downloads: 27
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
All articles published in Applied Computer Science are open-access and distributed under the terms of the Creative Commons Attribution 4.0 International License.
Most read articles by the same author(s)
- Mohanad ABDULHAMID, Otieno ODONDI, Muaayed AL-RAWI, COMPUTER VISION BASED ON RASPBERRY PI SYSTEM , Applied Computer Science: Vol. 16 No. 4 (2020)
- Mohanad ABDULHAMID, Deng PETER, REMOTE HEALTH MONITORING: FALL DETECTION , Applied Computer Science: Vol. 16 No. 1 (2020)
Similar Articles
- Maria TOMASIKOVA, Frantisek BRUMERČÍK, Aleksander NIEOCZYM, DESIGN AND DYNAMICS MODELING FOR ELECTRIC VEHICLE , Applied Computer Science: Vol. 13 No. 3 (2017)
- Waldemar SUSZYŃSKI, Małgorzata CHARYTANOWICZ, Wojciech ROSA, Leopold KOCZAN, Rafał STĘGIERSKI, DETECTION OF FILLERS IN THE SPEECH BY PEOPLE WHO STUTTER , Applied Computer Science: Vol. 17 No. 4 (2021)
- Sahar ZAMANI KHANGHAH, Keivan MAGHOOLI, EMOTION RECOGNITION FROM HEART RATE VARIABILITY WITH A HYBRID SYSTEM COMBINED HIDDEN MARKOV MODEL AND POINCARE PLOT , Applied Computer Science: Vol. 20 No. 1 (2024)
- Kusay F. AL-TABATABAIE, Sadeer D. ABDULAMEER, APPLYING ARDUINO FOR CONTROLLING CAR PARKING SYSTEM , Applied Computer Science: Vol. 15 No. 2 (2019)
- Błażej CZAJKA, Patryk RÓŻYŁO, Hubert DĘBSKI, STABILITY AND FAILURE OF THIN-WALLED COMPOSITE STRUCTURES WITH A SQUARE CROSS-SECTION , Applied Computer Science: Vol. 18 No. 2 (2022)
- Anna MACHROWSKA, Robert KARPIŃSKI, Józef JONAK, Jakub SZABELSKI, NUMERICAL PREDICTION OF THE COMPONENT-RATIO-DEPENDENT COMPRESSIVE STRENGTH OF BONE CEMENT , Applied Computer Science: Vol. 16 No. 3 (2020)
- Mohammed A. Hussein, Ekhlas H. Karam, Rokaia S. Habeeb, CANCER GROWTH TREATMENT USING IMMUNE LINEAR QUADRATIC REGULATOR BASED ON CROW SEARCH OPTIMIZATION ALGORITHM , Applied Computer Science: Vol. 17 No. 2 (2021)
- Nancy WOODS, Gideon BABATUNDE, A ROBUST ENSEMBLE MODEL FOR SPOKEN LANGUAGE RECOGNITION , Applied Computer Science: Vol. 16 No. 3 (2020)
- Lei Liu, Eric B. Blancaflor, Mideth Abisado, A LIGHTWEIGHT MULTI-PERSON POSE ESTIMATION SCHEME BASED ON JETSON NANO , Applied Computer Science: Vol. 19 No. 1 (2023)
- Qingyu Liu, Roben A. Juanatas, MASK FACE INPAINTING BASED ON IMPROVED GENERATIVE ADVERSARIAL NETWORK , Applied Computer Science: Vol. 19 No. 2 (2023)
<< < 1 2 3 4 5 6 7 8 9 10 > >>
You may also start an advanced similarity search for this article.
