基于FPGA的k凹二值图像的分量标记

Yasuaki Ito, K. Nakano
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引用次数: 3

摘要

连接组件标记是为二值图像的连接组件分配唯一id的任务。本文的主要贡献是提出了一种在FPGA上设计和实现的k凹二值图像的硬件连接分量标记算法。二值图像的像素按光栅顺序输入FPGA,得到的标签也按相同顺序输出。我们的标记算法的优点是延迟小,并且使用较小的FPGA内部存储空间。我们在Altera Stratix家族FPGA上实现了我们的硬件标记算法,并对其性能进行了评估。实现结果表明,对于2048 × 2048的10凹二值图像,我们的连通分量标记算法运行时间约为70 ms,延迟约为750 ns。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Component labeling for k-concave binary images using an FPGA
Connected component labeling is a task that assigns unique IDs to the connected components of a binary image. The main contribution of this paper is to present a hardware connected component labeling algorithm for k-concave binary images designed and implemented in FPGA. Pixels of a binary image are given to the FPGA in raster order, and the resulting labels are also output in the same order. The advantage of our labeling algorithm is small latency and to use a small internal storage of the FPGA. We have implemented our hardware labeling algorithm in an Altera Stratix Family FPGA, and evaluated the performance. The implementation result shows that for a 10-concave binary image of 2048 times 2048, our connected component labeling algorithm runs in approximately 70 ms and its latency is approximately 750 ns.
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