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Dynamic programming-based method for extraction of license plate numbers of speeding vehicles on the highway

机译:基于动态编程的高速公路超速车辆车牌号提取方法

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摘要

In the last decade, vehicle identification systems have become a central element in many applications involving traffic law enforcement and security enhancement, such as locating stolen cars, automatic toll management, and access control to secure areas. As a method of vehicle identification, license plate recognition (LPR) systems play an important role and a number of such techniques have been proposed. In this paper, we describe a method for segmenting the main numeric characters on a license plate by introducing dynamic programming (DP) that optimizes the functionality describing the distribution of the intervals between characters, the alignment of the characters, and the threshold difference used to extract the character blobs. The proposed method functions very rapidly by applying the bottom-up approach of the DP algorithm and also robustly by minimizing the use of environment-dependent image features such as color and edges.
机译:在过去的十年中,车辆识别系统已经成为涉及交通执法和安全性增强的许多应用程序的核心要素,例如定位被盗汽车,自动收费管理以及对安全区域的访问控制。作为车辆识别的一种方法,车牌识别(LPR)系统起着重要作用,并且已经提出了许多这样的技术。在本文中,我们介绍了一种通过引入动态编程(DP)来分割车牌上主要数字字符的方法,该方法优化了描述字符之间间隔的分布,字符的对齐方式以及用于提取字符斑点。所提出的方法通过应用DP算法的自下而上的方法非常迅速地起作用,并且通过最小化诸如颜色和​​边缘之类的与环境有关的图像特征的使用来鲁棒地起作用。

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