An unified approach for convolution-based image filtering on reconfigurable systems

J. Y. Mori, Camilo Sánchez-Ferreira, D. Muñoz, C. Llanos, P. Berger
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引用次数: 12

Abstract

Currently the market and the academic community have required applications of image and video processing with several real-time constraints. In order to seek an alternative design that allows the rapid development of real time image processing systems this paper proposes an unified hardware architecture for some image filtering algorithms in space domain, such as windowing-based operations, which are implemented on FPGAs (Field Programmable Gate Arrays). For achieving this, six different filters have been implemented in a parallel approach, separating them in simple hardware structures, allowing the algorithms to explore their parallel capabilities by using a simple systolic architecture. In this system all implemented algorithms run in parallel allowing the user to select a defined output for depicting it in a display. Both image processing and synthesis results have demonstrated the feasibility of FPGAs for implementing the proposed filtering algorithms in a full parallel approach.
可重构系统中基于卷积的图像滤波的统一方法
目前,市场和学术界对图像和视频处理的应用有一些实时性的限制。为了寻求一种能够使实时图像处理系统快速发展的替代设计,本文提出了一种统一的硬件架构,用于在fpga(现场可编程门阵列)上实现一些空间域的图像滤波算法,如基于窗口的运算。为了实现这一目标,六种不同的滤波器以并行方式实现,将它们分离在简单的硬件结构中,允许算法通过使用简单的收缩架构来探索它们的并行能力。在这个系统中,所有实现的算法并行运行,允许用户选择一个定义的输出来在显示中描绘它。图像处理和合成的结果都证明了fpga以完全并行的方式实现所提出的滤波算法的可行性。
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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