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基于FPGA的轮廓提取并行计算系统研究及实现
引用本文:邵兴龙,柴志雷,张圆蒲,钟传杰.基于FPGA的轮廓提取并行计算系统研究及实现[J].计算机工程与应用,2015,51(23):173-178.
作者姓名:邵兴龙  柴志雷  张圆蒲  钟传杰
作者单位:江南大学 物联网工程学院,江苏 无锡 214122
摘    要:针对高质量的轮廓提取算法计算量大、实时性差的问题,提出了一种基于现场可编程门阵列(FPGA)的图像轮廓并行计算系统。通过设计适合的硬件结构及相应的算法改进,采用了多种不同的并行方式加速算法的计算。实现了一种高质量的轮廓提取算法--Pb(Probability Boundary)算法的高速计算。实验结果表明,在FPGA工作频率200 MHz时,被处理图像分辨率为481×321时,该系统处理速度可达39帧/s,为将Pb算法应用于实际系统提供了条件。

关 键 词:现场可编程门阵列(FPGA)  图像轮廓提取  概率轮廓(Pb)算法  并行计算  

Study and implementation of FPGA-based parallel contour extraction system
SHAO Xinglong,CHAI Zhilei,ZHANG Yuanpu,ZHONG Chuanjie.Study and implementation of FPGA-based parallel contour extraction system[J].Computer Engineering and Applications,2015,51(23):173-178.
Authors:SHAO Xinglong  CHAI Zhilei  ZHANG Yuanpu  ZHONG Chuanjie
Affiliation:School of IoT Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China
Abstract:This paper proposes and implements a FPGA-based parallel image contour extraction system in order to deal with weak real-time performance of high-quality contour extraction algorithm processing. The proposed system is designed by adopting suitable hardware structures and necessary algorithm modifications, which is able to accelerate the contour extraction algorithm by providing different types of parallelisms. One high speed processing system for a state-of-the-art high-quality contour extraction algorithm, Pb (Probability Boundary) algorithm, is implemented in this paper. Experimental results show that this system is able to process 481×321 images at the frame rate 39 f/s, when the working frequency is 200 MHz. It provides a solid foundation to deploy Pb in real-world applications.
Keywords:Field Programmable Gate Array(FPGA)  image contour extraction  probability boundary algorithm  parallel computation  
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