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A Method for 2D Bar Code Recognition by Using Rectangle Features to Allocate Vertexes

机译:使用矩形特征来分配顶点的2D条形码识别方法

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This paper describes a method of image processing for the 2D bar code image recognition, which is capable of processing images extremely rapidly and achieving high recognition rate. This method includes three steps. The first step is to find out the four vertexes of ROI (Regions Of Interest); the second is a geometric transform to form an upright image of ROI; the third is to restore a bilevel image of the upright image. This work is distinguished by a key contribution, which is used to find the four vertexes of ROI by using an integrated feature. The integrated feature is composed of simple rectangle features, which are selected by the AdaBoost algorithm. To calculate these simple rectangle features rapidly, the image representation called "Integral Image" is used.
机译:本文介绍了一种用于2D条形码图像识别的图像处理的方法,其能够极快地处理图像并实现高识别率。该方法包括三个步骤。第一步是找出ROI的四个顶点(感兴趣的区域);第二个是几何变换,形成ROI的直立图像;第三是恢复直立图像的彼此图像。这项工作是通过使用集成功能来查找ROI的四个顶点的关键贡献。集成功能由简单的矩形功能组成,由AdaBoost算法选择。为了快速计算这些简单的矩形特征,使用称为“积分图像”的图像表示。

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