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一种基于多线程技术的连通区域检测分析算法及应用
引用本文:卢艳,李晓辉,孙康明,胡敬佩,李昌贵. 一种基于多线程技术的连通区域检测分析算法及应用[J]. 重庆理工大学学报(自然科学版), 2007, 21(2): 80-84
作者姓名:卢艳  李晓辉  孙康明  胡敬佩  李昌贵
作者单位:重庆工商职业技术学院 重庆400052
基金项目:重庆市教育科学技术研究项目(KJ051601)
摘    要:当前常用的连通域检测算法中很多是标号算法.为了克服标号算法的不足,提出了一种基于多线程的连通域检测算法,并考虑到图像中连通域的实际特点,构建了几个重要的连通域的数据结构,在像素之间建立一种多层链表的关系来分析和识别不同的连通区域.实验表明该算法的准确性高,计算速度比较快,计算量与标号计算法相比减小了很多.

关 键 词:连通区域  多线程技术  链表结构  图像处理  图像识别
文章编号:1671-0924(2007)02-0080-05
修稿时间:2006-11-05

An Algorithm Based on Multi-thread Technology for Detecting and Analyzing Connected Components and Its Application
LU Yan,LI Xiao-hui,SUN Kang-ming,HU Jing-pei,LI Chang-gui. An Algorithm Based on Multi-thread Technology for Detecting and Analyzing Connected Components and Its Application[J]. Journal of Chongqing University of Technology(Natural Science), 2007, 21(2): 80-84
Authors:LU Yan  LI Xiao-hui  SUN Kang-ming  HU Jing-pei  LI Chang-gui
Abstract:At present,the common detecting algorithm for connected components is labeling algorithm.In order to overcome the disadvantages of labeling algorithm,this paper presents a multi-thread-based algorithm for detecting connected components,builds several key data structures for connected components considering the practical features of a connected component in an image,and analyzes and identifies different connected components by establishing a multi-layer chain structure among images.Experiment results show that this algorithm has high accuracy and fast speed of computation with less computation compared with labeling algorithm.
Keywords:connected components  multi-thread technology  chain structure  image process  image identification
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