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License plate recognition system with voice announcement based on improved Otsu pseudo binarization algorithm

机译:基于改进的Otsu伪二值化算法的语音公告车牌识别系统

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摘要

Rapid development of informatization and intelligentization of the traffic management system requires higher speed and better performance in recognition of the license plate. For this reason, the original algorithm is improved in this paper with voice announcement function added, and the license plate recognition system with voice announcement is designed based on MATLAB simulation. Through the improved Otsu pseudo binarization algorithm, the processing speed of the system is increased. The location method of the license plate based on line-scan gray level jump analysis integrates characteristics of textural features analysis method and edge detection analysis method, which can achieve a high speed and high precision. The experimental result shows that, 300 random images of vehicles are chosen for test and accuracy rate of recognition is higher than 98%. The system realizes accurate location correction, segmentation and recognition of the license plate under natural light, and the recognition result can be announced by means of voice as well. So the system has excellent foresight and man-machine interaction‥
机译:快速发展的交通管理系统信息化和智能化要求更高的速度和更好的性能来识别车牌。为此,本文对原有算法进行了改进,增加了语音提示功能,并基于MATLAB仿真设计了语音提示车牌识别系统。通过改进的Otsu伪二值化算法,可以提高系统的处理速度。基于线扫描灰度跳跃分析的车牌定位方法结合了纹理特征分析法和边缘检测分析法的特点,可以实现高速,高精度。实验结果表明,选择车辆的300张随机图像进行测试,识别的准确率高于98%。该系统在自然光下实现了对车牌的准确位置校正,分割和识别,识别结果也可以通过语音宣布。因此该系统具有出色的预见性和人机交互性‥

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