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首页> 外文期刊>Advances in Science and Technology Research Journal >An Effective and Fast Iranian License Plate Detection Using Statistical and Geometrical Approaches
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An Effective and Fast Iranian License Plate Detection Using Statistical and Geometrical Approaches

机译:使用统计和几何方法进行快速有效的伊朗车牌检测

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摘要

The first step in the process of detection a license plate is to determine the location of the plate. The output of this stage should be accurate enough and calculations will be completed within a short time. The reason for this is that the output of this stage is as input in the next steps. If the step to determine the location is encountered error, then the operation of the next steps will also be interrupted. In this paper, a new method is used to improve the contrast of the image, delete non-numeric characters, analysis and clustering of plain characters in order to determine the location of an Iranian car license plate with dark characters, a clear background is provided. The proposed method reduces the overall complexity of the algorithm and in addition to its ease of implementation, the system's speed and efficiency improve the location of the plate. The proposed algorithm is independent of the number of vehicle plates in the image, image size, complete unread plate and in contrast to brightness variations, it is largely resistant. The results of the test on two different data sets with 67 and 492 images, to an accuracy of 100 and 99.59 percent with an error rate of 1.5 and 1.63 and the runtime of 109 and 17.5 milliseconds averaged, has achieved.
机译:检测车牌过程的第一步是确定车牌的位置。该阶段的输出应足够准确,并且计算将在短时间内完成。这样做的原因是,此阶段的输出将作为下一步的输入。如果确定位置的步骤遇到错误,则后续步骤的操作也将被中断。本文采用一种新方法来改善图像的对比度,删除非数字字符,分析和对普通字符进行聚类,以确定带有深色字符的伊朗汽车牌照的位置,并提供清晰的背景。所提出的方法降低了算法的整体复杂度,并且除了易于实现之外,系统的速度和效率还改善了印版的位置。所提出的算法与图像中的车牌数量,图像大小,完整的未读车牌无关,并且与亮度变化相反,它具有很大的抵抗力。在两个具有67和492图像的不同数据集上的测试结果已经达到100%和99.59%的精度,错误率分别为1.5和1.63,平均运行时间为109和17.5毫秒。

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