基于字符分割和形态学算法的车辆号码自动识别系统

N. Vijayalakshmi, S. Sindhu, S. Suriya
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引用次数: 2

摘要

提出了一种车辆号码自动识别系统。本文通过MATLAB对图像进行处理,对车牌进行识别,并利用光学字符识别结合形态学算法和ANPR算法对图像进行提取。识别车号后,借助物联网Zigbee将车辆详细信息保存在云端。该系统借助云数据库查找车辆当前的位置。之后,它会找到信号强度最高的最近节点,然后比较可能穿过该信号的同一车辆,同样跟踪设备的位置。物体的自动检测和物体分类可以应用于车辆物体的识别。形态学算法可以用三维符号表示任意方向的图像。结果数据将与数据库中的记录进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automatic Vehicle Number Recognition System using Character Segmentation and Morphological algorithm
An automatic vehicle number recognition system has been proposed. Here the image has processed by MATLAB to identify the number plate of the vehicle and Image extraction using the Optical Character Recognition with the Morphological algorithm and ANPR.. After this identification of vehicle number, vehicle details will be saved on cloud with the help of IoT Zigbee. The system find where the vehicle be located now with the help of cloud database. After that it finds the nearest nodes which have the highest strength of signal and next compare the same vehicle which may crossed that signal likewise track the location of the device. The automatic detection of object and object classification can be applied to identify the vehicle object. The morphological algorithm can present into capturing the images in any directional with 3D notation. The resulting data is compared with the records on a database.
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