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最大类间方差算法在运动检测系统中的应用
引用本文:江亲瑜,李平,孙兰.最大类间方差算法在运动检测系统中的应用[J].计算机应用,2011,31(1):260-262.
作者姓名:江亲瑜  李平  孙兰
作者单位:1. 2. 大连大学
摘    要:在运动检测系统中,快速有效的图像分割是必不可少的一个环节。最大类间方差法是一种常用而有效的图像分割算法,并已在许多实时系统中采用。为满足系统对实时性的要求,采用Altera公司的Cyclone II 系列的FPGA实现最大类间方差算法。采用Verilog语言对算法实现建模,并在Quartus Ⅱ平台进行了仿真验证。实验结果表明,该设计能够快速有效的得到阈值,并能有效保护模糊目标的作用。

关 键 词:运动检测系统  图像分割  最大类间方差  FPGA  
收稿时间:2010-06-21
修稿时间:2010-07-20

Application of Otsu method in motion detection system
JIANG Qin-yu,LI Ping,SUN Lan.Application of Otsu method in motion detection system[J].journal of Computer Applications,2011,31(1):260-262.
Authors:JIANG Qin-yu  LI Ping  SUN Lan
Affiliation:JIANG Qin-yu1,LI Ping1,SUN Lan2(1.College of Information Engineering,Dalian University,Dalian Liaoning 116622,China,2.College of Mechanical Engineering,China)
Abstract:In the motion detection system, fast and efficient image segmentation is an essential part. Otsu method is a common and efficient image segmentation algorithm, and has been used in many various real-time systems. To meet the requirements of real-time systems, an implementation on FPGA of Altera's Cyclone II series for the BCVC (Between Class Variance Computation) of Otsu’s method is presented. It uses Verilog language to modeling and simulates in QuartusⅡ platform. Experimental results show that the design can obtain threshold quickly and effectively, and can effectively protects the fuzzy goals.
Keywords:motion detection system                                                                                                                        image segmentation                                                                                                                        Otsu                                                                                                                        FPGA
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