基于可进化和可扩展硬件的自适应图像处理应用

Angel Gallego, J. Mora, A. Otero, B. Lopez, E. D. L. Torre, T. Riesgo
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引用次数: 4

摘要

可进化硬件(EH)是一种使用可重构硬件设备的技术,其配置由进化算法(EA)控制。我们的系统由一个全fpga实现的可扩展EH平台组成,其中可重构处理核心(RC)可以自适应地增加或减少尺寸。图1显示了系统可编程芯片(SoPC)的架构,包括一个负责控制整个系统操作的MicroBlaze处理器、一个可重构引擎(RE)和一个可重构处理核心(Reconfigurable processing Core),该核心可以改变其高度和宽度的大小。该系统用于实现图像过滤器,由于进化过程,图像过滤器自动生成。该系统还配备了一个摄像头,可以使用该平台进行实时应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A self-adaptive image processing application based on evolvable and scalable hardware
Evolvable Hardware (EH) is a technique that consists of using reconfigurable hardware devices whose configuration is controlled by an Evolutionary Algorithm (EA). Our system consists of a fully-FPGA implemented scalable EH platform, where the Reconfigurable processing Core (RC) can adaptively increase or decrease in size. Figure 1 shows the architecture of the proposed System-on-Programmable-Chip (SoPC), consisting of a MicroBlaze processor responsible of controlling the whole system operation, a Reconfiguration Engine (RE), and a Reconfigurable processing Core which is able to change its size in both height and width. This system is used to implement image filters, which are generated autonomously thanks to the evolutionary process. The system is complemented with a camera that enables the usage of the platform for real time applications.
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