基于FPGA的分数阶图像边缘检测器

Amr H. Helmy, Samar M. Ismail
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引用次数: 4

摘要

本文设计并实现了一个分数阶边缘检测器。还提出了一种利用硬件并行性的浮点卷积单元。该设计利用IEEE 754浮点单精度表示,适用于整数阶和分数阶滤波器。它也适用于不同的图像分辨率。该设计支持几个调谐参数,以获得更大的设计自由度,分数阶参数α,所使用的滤波器和阈值。该系统是在VIRTEX 5开发板上实现的。3×3滤波器实现的最大频率为169.6 MHz。
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Fractional-Order Image Edge Detector on FPGA
In this work, a Fractional-Order edge detector is designed and implemented. A floating point convolution unit is also presented exploiting hardware parallelism. The proposed design is suitable for both integer and fractional-order filters by exploiting the IEEE 754 floating point single precision representation. It also fits for different image resolutions. The design supports several tuning parameters for a greater degree of freedom in design, fractional-order parameter α, the filters used and the threshold. The system is implemented on VIRTEX 5 development board used. The maximum frequency achieved for 3×3 filter is 169.6 MHz.
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