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基于Grabcut的图像目标提取
引用本文:辛月兰.基于Grabcut的图像目标提取[J].青海师范大学学报(自然科学版),2012,28(3):30-33,38.
作者姓名:辛月兰
作者单位:青海师范大学物理系,青海西宁,810008
摘    要:在图像处理过程中,快速准确地提取感兴趣的目标是图像处理的一个重要任务.提出了一种基于Grabcut准确提取图像目标的算法,该方法根据用户指定前景物的基本形态获取初始的前景、未知的背景区域,并用mincut/maxflow对分割能量函数进行了优化,利用大量图像对本文方法进行了实验分析,结果表明了算法能有效提取图像中感兴趣的目标.

关 键 词:图割  Grabcut  图像分割  GMM

Image target detection based on the Grabcut
XIN Yue-lan.Image target detection based on the Grabcut[J].Journal of Qinghai Normal University(Natural Science Edition),2012,28(3):30-33,38.
Authors:XIN Yue-lan
Institution:XIN Yue-lan(Department of Physics,Qinghai Normal University,Xining 810008,China)
Abstract:In image processing,fastly and accurately extracted the target of interest is an important image processing tasks.An algorithm based Grabcut accurately extract the image target of the method is proposed,according to the basic form of user-specified foreground object to the prospect of access to the initial,unknown background area,and the mincut / maxflow segmentation energy function is optimized,using a large number of images in this paper to take the experimental analysis,the results show that the algorithm can effectively extract the image the target of interest.
Keywords:graph cut  grabcut  image segmation  gaussian mixture model  
本文献已被 CNKI 维普 万方数据 等数据库收录!
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