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A self-adaptive image processing application based on evolvable and scalable hardware

机译:基于可扩展和可扩展硬件的自适应图像处理应用程序

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摘要

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.
机译:演化硬件(EH)是一种技术,它使用可重新配置的硬件设备,其配置由进化算法(EA)控制。我们的系统由完全FPGA实现的可扩展EH平台组成,可重配置处理内核(RC)可以在其中自适应地增加或减小大小。图1显示了所提出的可编程芯片系统(SoPC)的体系结构,该系统由负责控制整个系统操作的MicroBlaze处理器,一个可重新配置的引擎(RE)和一个可更改其处理能力的可重新配置处理核心组成高度和宽度的大小。该系统用于实现图像过滤器,这些图像过滤器由于进化过程而自动生成。该系统还配有摄像头,可将平台用于实时应用。

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