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Implementing VLPR systems based on TMS320DM642

机译:基于TMS320DM642实现VLPR系统

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This paper gives a practical schema for using DSP boards to construct Vehicle License Plate Recognition (VLPR) modules that could be embedded in any Intelligent Transportation System (ITS). Using DSP can avoid the heavy investment in dedicated VLPR system and improve the computational power compared to PC software environment. Low cost, high computational power, and high flexibility of DSP provide the License Plate Recognition System (LPRS) an excellent cost-effective solution to execute the major part of the recognition tasks. This paper describes a successful implementation of VLPR system based on Texas Instruments (TI)’s TMS320DM642. The DSP board acquires video (which could be output to a monitor for surveillance) from a camera, captures images from the video, locates and recognizes the license plates in images, and then sends the recognized results and related images after compression to a host PC through the network. Finally, the overall software is optimized according to the features of DM642 chip. Experiments showed that the DSP VLPR system performs well on the local license plates, and that the processing speed and accuracy can meet the requirement of practical applications.
机译:本文提供了使用DSP板构建车辆牌照识别(VLPR)模块的实用架构,这些模块可以嵌入任何智能运输系统(其)。与PC软件环境相比,使用DSP可以避免对专用VLPR系统的重型投资,并改善计算功率。低成本,高计算力和DSP的高灵活性提供了牌照销识系统(LPRS)优异的经济高效解决方案,以执行识别任务的主要部分。本文介绍了基于Texas Instruments(TI)的TMS320DM642的VLPR系统的成功实现。 DSP板从相机获取视频(可以输出到监视器的监视器),从视频中捕获图像,找到图像中的许可板,然后在压缩到主机PC之后发送识别的结果和相关图像通过网络。最后,根据DM642芯片的特征优化了整体软件。实验表明,DSP VLPR系统在本地牌照上进行良好,处理速度和精度可以满足实际应用的要求。

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