FPGA实现矢量方向距离滤波器

A. Boudabous, A. Ben Atitallah, L. Khriji, P. Kadionik, N. Masmoudi
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引用次数: 1

摘要

在本文中,我们提出了一种基于FPGA硬件/软件(HW/SW)环境的矢量方向距离滤波器(VDDF),用于彩色图像的噪声抑制和细节保持。为了便于实现,我们提出了一些近似方法。开发了一种高效的硬件实现,以获得最佳的执行时间。经过验证,使用NiosII开发板,与软件解决方案相比,我们证明了滤波速度的明显提高。在大型和不同的图像集上的实验表明,我们的实现方法在简单性、准确性和计算速度之间取得了很好的平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA implementation of vector directional distance filter
In this paper, we present a fast implementation of the vector directional distance filter (VDDF) for noise suppression and fine-details preservation in color image, based on FPGA hardware/software (HW/SW) environment. For the ease of implementation, we have proposed some approximations. An efficient hardware implementation is developed to acquire best execution time. After validation, using NiosII development board, we demonstrate a clearly improvement in the filtering speed compared to the software solution. Experiments on a large and diverse image sets show that our implementation approach achieves an excellent balance between simplicity, accuracy, and computational speed.
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