一种基于快速标签合并的连接组件标记并行硬件体系结构

Holger Flatt, Steffen Blume, Sebastian Hesselbarth, Torsten Schünemann, P. Pirsch
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引用次数: 26

摘要

本文提出了一种用于快速连接元件标记的专用并行硬件体系结构。标签的生成和等价标签的合并都加快了。标签生成是为四个像素并行执行的。提出了一种特殊的基于链表的快速标签合并方法。与已发布的实现相比,这使得实现更紧凑,处理时间更短。为了原型和评估的目的,硬件架构被集成到基于fpga的模块化协处理器架构中。在运行于140 MHz的Virtex-II Pro FPGA上,二进制D1测试图像的标记时间为1.74 ms。此外,该架构可以很容易地集成到嵌入式图像处理系统中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A parallel hardware architecture for connected component labeling based on fast label merging
This paper presents a dedicated parallel hardware architecture for fast connected component labeling. Both, label generation and merging of equivalent labels are accelerated. Label generation is performed for four pixels in parallel. A special linked list based approach for fast label merging is proposed. This results in a compact implementation and shorter processing times compared to published implementations. For prototyping and evaluation purposes, the hardware architecture was integrated into an FPGA-based modular coprocessor architecture. A binary D1 test image is labeled in 1.74 ms on a Virtex-II Pro FPGA running at 140 MHz. Moreover, the architecture can be easily integrated into embedded image processing systems.
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