越南收费站车牌识别系统建设

V. Mai, D. Miao, Ruizhi Wang
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引用次数: 4

摘要

车牌自动识别(ALPR)系统在电子收费系统等智能交通系统中有着广泛的应用和重要的作用。本文的目的是设计一个自动车牌识别(ALPR)系统,该系统将应用于越南的一站式、不间断ETC。我们的ALPR系统主要由硬件系统和软件系统两大部分组成。在第一部分中,将考虑价格,设备类型和技术进行设计,以满足越南的环境,越南的道路收费规则和越南的ETC标准。在第二部分中,我们将图像处理技术和人工神经网络相结合,提出了一个改进的软件系统,我们的软件包括四个模块:图像采集、车牌定位、字符分割和字符识别。我们的ALPR软件将通过700张越南车辆图像进行测试,这些图像来自实际系统和复杂的背景:照明条件(夜间和白天),许可证角度,照度,尺寸和类型,颜色和反射光。我们的ALPR软件比现有的一些方法更有效,提高了计算时间和精度的效率,非常适合各种类型的越南LP和越南环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Building a license plate recognition system for Vietnam tollbooth
The Automatic License Plate Recognition (ALPR) system has wide application and very important in the Intelligent Transportation System (ITS) such as the Electronic Toll Collection (ETC) system. The purpose of this paper is designing an Automatic License Plate Recognition (ALPR) system, which will be applied for one-stop and non-stop ETC in Vietnam. Our ALPR system consists of two major parts: the first part is hardware system and the second part is software system. In the first part, the price, types of equipments and technology will be considered for designing, which satisfied for Vietnam environment, Vietnam regulation in the road pricing rules and Vietnam standard of ETC. In the second part, we will combined image processing technology and artificial neural network to proposed a improved software system, our software include four modules: image capture, license plate location, characters segmentation and characters recognition. Our ALPR software will be tested by 700 Vietnam vehicle images, which obtained from actual system and complex background: lightening conditions (night & day), license angles, illumination, size and type, colors and reflected light. Our ALPR software is more effective than some of the existing methods earlier, the efficiency of computing time & accuracy is improved and very satisfied for all types of Vietnam LP and Vietnam environment.
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