基于深度学习方法的车牌号码识别在智能楼宇安防系统中的应用

Shenghui Wang, Jin Xu
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引用次数: 2

摘要

智能建筑是当今世界信息技术的必然产物,人们的安全意识也随着社会的发展而不断提高,安全问题已经成为大家关注的重要命题。车牌号码识别技术是智能楼宇安防系统的重要组成部分,在车辆识别领域发挥着重要作用。本设计是基于深度学习方法实现车辆识别领域的车牌识别,包括车牌图像的预处理、车牌区域的定位、车牌字符的分割以及车牌字符的识别。测试表明,本次设计的车牌号码识别系统能够有效、准确地识别图像中的车牌号码,能够有效地识别身份。
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Application of License Plate Number Recognition Based on Deep Learning Method in Intelligent Building Security System
Intelligent building is the inevitable outcome of information technology in today's world, and people's safety awareness is also improving with the development of society, and the safety issue has become an important proposition that everyone pays attention to. License plate number recognition technology is an important part of intelligent building security system, which plays an important role in the field of vehicle identification. This design is based on the deep learning method to realize the license plate recognition in the field of vehicle identification, including the preprocessing of license plate image, the location of license plate area, the segmentation of license plate characters and the recognition of license plate characters. The test shows that the license plate number recognition system designed this time can effectively and accurately recognize the license plate number in the image, and can effectively identify the identity.
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