基于fpga的车牌自动识别平台的自定义处理器

Guilherme A. M. Sborz, Guilherme A. Pohl, Felipe Viel, C. Zeferino
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引用次数: 4

摘要

自动车牌识别(ALPR)系统用于从包含车牌的图像中识别车辆。这些系统有广泛的应用领域,如收费支付,边境管制,交通监控。ALPR系统需要很高的计算能力,特别是在实时应用中。在这种情况下,本文描述了一种定制处理器的开发,旨在加速基于fpga的ALPR系统的部分处理。该处理器将计算ALPR系统中最昂贵功能的延迟减少了近23倍,从而减少了检测车牌所需的时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Custom Processor for an FPGA-based Platform for Automatic License Plate Recognition
Automatic License Plate Recognition (ALPR) systems are used to identify a vehicle from an image that contains its plate. These systems have applications in a wide range of areas, such as toll payment, border control, and traffic surveillance. ALPR systems demand high computational power, especially for real-time applications. In this context, this paper describes the development of a custom processor designed to accelerate part of the processing of an FPGA-based ALPR system. This processor reduces the latency for computing the most expensive function of the ALPR system in almost 23 times, thus reducing the time necessary for detection of a vehicle plate.
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