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Improvement and Realization of Sobel Algorithm in License Plate Recognition System
Sobel算法在车牌识别系统中的改进与实现

Keywords: Sobel algorithm,edge detection,edge tracking,license plate recognition,image pre-processing
Sobel算子
,边缘检测,边缘跟踪,车牌识别,图像预处理

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Abstract:

Classic Sobel algorithm is commonly used in edge detection. However, it has detected a lot of noise points and created broken license plate characters, which increased the difficulty of extracting license plate and characters, recognition, and reduced the accuracy of license plate location. In this paper, Sobel algorithm has been improved for license plate recognition system. The improved Sobel algorithm has achieved good results of license plate location and it has good anti-interference capability. And it can maintain the integrity of the characters to a large extent.

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