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基于Grabcut的图像目标提取 被引量:8

Image target detection based on the Grabcut
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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. In image processing , tastly and accurately extracteu the russet t,, ,,~=. to v age processing tasks. An algorithm based Grabcut accurately extract the image target of the method is pro- posed, according to the basic form of user--specified foreground object to the prospect of access to the ini- tial, unknown background area, and the mincut / maxflow segmentation energy function is optimized, u- sing a large number of images in this paper to take the experimental analysis , the results show that the al- gorithm can effectively extract the image the target of interest .
作者 辛月兰
出处 《青海师范大学学报(自然科学版)》 2012年第3期30-33,38,共5页 Journal of Qinghai Normal University(Natural Science Edition)
关键词 图割 GRABCUT 图像分割 GMM graph cut grabcut image segmation gaussian mixture model.
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  • 1Boykov,Y. Jolly,M,P. Interactive Graph cuts for optimal boundary &region segmentation of objects in N-D images. Proceedings of "intimation conference on computer vision", vancouver, 2001 (7): 105 - 112. 被引量:1
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