Image segmentation based on modified graph-cut algorithm
Image segmentation based on modified graph-cut algorithm
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DOI：
10.1049/el.2010.1692
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发表时间：
2010-08-05
影响因子：
1.1
通讯作者：
Ko, S-J.
中科院分区：
文献类型：
--
作者：
Le, T. H.;Jung, S-W.;Ko, S-J.
The regularising parameter of the energy function in the graph-cut based image segmentation methods should be carefully determined since it strongly affects the image segmentation result. Presented is a modified graph-cut technique using a novel energy function without the regularising parameter for image segmentation. In addition, a mixture colour model is employed to apply the proposed technique to colour image segmentation effectively. Experimental results show that the proposed method outperforms the conventional graph-cut algorithm in terms of segmentation accuracy and ease of use.
