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2D Parallel Architecture for Morphological Operators Supporting Multiple Shaped Structuring Elements

机译:2D平行架构,用于支撑多种形状的结构元素的形态运算符

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This paper presents a reconfigurable 2D parallel architecture designed to implement efficiently two fundamental gray scale morphological operations: dilation and erosion. The architecture is expected to be used as a hardware core integrated in real time application. Moreover, the proposed architecture allows processing data on high resolution images with reconfigurable size and arbitrary shape of structuring elements. The main advantage of the proposed architecture is its low latency, higher throughput and higher processing frame rate. Additionally, the architecture processes data on stream which avoids the need of any buffering at input level. The architecture is successfully implemented and prototyped on Virtex-5 field programmable gate array. Implementation results show that the architecture can achieve high frame rate: for example,for a 1024x768 image and 11×11 structuring element, we reach a frame rate of 341 Fps.
机译:本文介绍了可重新配置的2D平行架构,旨在有效地实施两个基本灰度形态操作:扩张和侵蚀。该架构预计将用作实时应用中集成的硬件核心。此外,所提出的架构允许在具有可重新配置的尺寸和结构元素的任意形状的高分辨率图像上处理数据。拟议架构的主要优点是其低延迟,吞吐量越高,加工帧率较高。此外,架构处理流上的数据,该数据避免了输入电平的任何缓冲。在Virtex-5现场可编程门阵列上成功实现和原型架构。实施结果表明,该架构可以实现高帧速率:例如,对于1024x768图像和11×11结构元素,我们达到341 fps的帧速率。

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