Automatic number plate recognition on FPGA
| Author | Zhai, Xiaojun |
| Author | Bensaali, Faycal |
| Author | McDonald-Maier, Klaus |
| Available date | 2022-12-29T07:34:46Z |
| Publication Date | 2013 |
| Publication Name | Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems |
| Resource | Scopus |
| Abstract | Automatic Number Plate Recognition (ANPR) systems have become one of the most important components in the current Intelligent Transportation Systems (ITS). In this paper, a FPGA implementation of a complete ANPR system which consists of Number Plate Localisation (NPL), Character Segmentation (CS), and Optical Character Recognition (OCR) is presented. The Mentor Graphics RC240 FPGA development board was used for the implementation, where only 80% of the available on-chip slices of a Virtex-4 LX60 FPGA have been used. The whole system runs with a maximum frequency of 57.6 MHz and is capable of processing one image in 11ms with a successful recognition rate of 93%. 2013 IEEE. |
| Language | en |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Subject | Intelligent systems Optical character recognition Automatic number plate recognition Automatic Number Plate Recognition systems Character segmentation FPGA implementations Intelligent transportation systems Maximum frequency Mentor Graphics Optical character recognition (OCR) Automatic vehicle identification |
| Type | Conference Paper |
| Pagination | 325-328 |
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