基于Zynq FPGA的交通标志识别系统的实时软硬件协同设计

Wajdi Farhat, H. Faiedh, C. Souani, K. Besbes
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引用次数: 3

摘要

本文介绍了一种基于车载FPGA的道路标志实时识别系统的硬件实现。提出了一种基于颜色分割和模板匹配的交通标志识别系统。该架构在ZYNQ 7020 Xilinx系列FPGA器件上实现。因此,Zynq-7020 FPGA的软件/硬件协同设计架构是本工作的主要目标。结果表明,即使在恶劣的天气条件下,该系统也能达到97%以上的准确率。此外,在本工作中,将提出该系统的硬件实现,以实现实时约束。
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Real-time hardware/software co-design of a traffic sign recognition system using Zynq FPGA
This paper describes a hardware implementation for real-time road signs recognition system on automotive oriented FPGA. The proposed traffic sign recognition system is based on color segmentation and Template Matching. This architecture is implemented on FPGA device of ZYNQ 7020 Xilinx family. Therefore, a software/hardware co-design architecture for a Zynq-7020 FPGA is presented as a primary objective of this work. Results show that the proposed system achieves over 97% accuracy even in difficult condition weather. In addition, in this work, a hardware implementation of the proposed system will be presented to achieve real-time constraints.
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