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OALib Journal期刊
ISSN: 2333-9721
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Graph-based Color-texture Region Segmentation
一种基于图的颜色纹理区域分割方法

Keywords: graph cuts,wavelet energy histogram,texture feature,graph partitioning
图切分
,小波能量直方图,图分割,纹理特征

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Abstract:

Graph cutting is a popular technique for image segmentation. However, it is invalid for images with texture or strong edge. In this paper, we propose a novel segmentation method that graph-based color-texture region segmentation, which overcomes the shortcoming of existing graph-based segmentation method. This method computed feature vector of blocks using color moment, wavelets energy histogram and distance of blocks. Then we segment the image based on a minimal spanning tree. The experimental results show that our method is robust and efficient for image segmentations.

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