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Enhancing Thinning Method for Malaysian Car Plates Recognition

机译:增强马来西亚汽车板识别的稀薄方法

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The Road Transport Department of Malaysia has endorsed a specification for car plates that includes the font and size of characters that must be followed by car owners. However, there are cases where this specification is not followed. This will cause problems in the recognition phase because the existing systems will find difficulty in recognizing characters in car plates. To ensure the recognition can be done correctly, the thinning and feature extraction phases should be done successfully by applying appropriate techniques. Inappropriate technique applied during thinning phase can cause wrong value derived during the feature extraction phase that use statistical method and thus affected the process of car plate recognition. Therefore, this paper is mainly focused on the thinning process of car plate images where a suitable technique will be applied. This technique will produce a successful thin line of characters with a standard size regardless of its various sizes and font types. This standard size will then be used as a template to derive a value for each character during feature extraction phase and will be very useful in recognition phase. This paper will be provided with an analytical overview of the proposed technique and the expected detail outcome for this research.
机译:马来西亚公路运输部已批准汽车板规范,包括车主必须遵循的字符的字体和大小。但是,存在未遵循此规范的情况。这将导致识别阶段的问题,因为现有系统将难以识别车载中的字符。为了确保识别可以正确完成,通过应用适当的技术,应成功进行稀释和特征提取阶段。在稀释阶段期间施加的不适当的技术会导致在使用统计方法的特征提取阶段导致错误的值,从而影响汽车板识别的过程。因此,本文主要集中在施加合适技术的汽车板图像的稀疏过程上。这种技术将产生具有标准尺寸的成功细线,无论其各种尺寸和字体类型如何。然后将使用该标准尺寸作为模板来导出特征提取阶段期间每个字符的值,并且在识别阶段非常有用。本文将提供拟议技术的分析概述以及该研究的预期细节结果。

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