An Area-Efficient Hardware Implementation for Real-Time Window-Based Image Filtering

Mohammad Haji Seyed Javadi, Hamed Rafi, Shaghayegh Tabatabaei, A. Haghighat
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引用次数: 2

Abstract

Real-time image processing is used in a wide range of vision applications in recent years. Whereas these processing require very high speed and computational power, hardware implementation is a good choice for achieving high performance. In this paper a new low capacity and parallel architecture based on a special memory management and arithmetic unit is proposed for real-time spatial image processing. The architecture is implemented on FPGA at a 50 MHz clock frequency and a processing time of 5 ms for 3 times 3 generic window-based operations on 512 times 512 gray-scale images. Experimental results show that the proposed architecture outperforms the existing architectures in the area utilization aspect.
基于窗口的实时图像滤波的区域高效硬件实现
近年来,实时图像处理在视觉领域得到了广泛的应用。鉴于这些处理需要非常高的速度和计算能力,硬件实现是实现高性能的一个很好的选择。本文提出了一种基于特殊存储管理和运算单元的低容量并行空间图像实时处理体系结构。该架构在FPGA上实现,时钟频率为50 MHz,对512 × 512灰度图像进行3 × 3通用窗口操作,处理时间为5 ms。实验结果表明,该结构在面积利用率方面优于现有结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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