| 摘要: |
| 通过对示温漆彩色图像进行小波变换处理,提取小波特征值,并与颜色信息一起作为特征值进行模糊聚类.实验结果表明,与传统的单独应用小波变换或模糊聚类进行图像分割的方法相比,这种算法对于示温漆彩色图像的分割具有很好的效果. |
| 关键词: 示温漆彩色图像 小波变换 模糊聚类 图像分割 |
| DOI： |
| 分类号: |
| 基金项目:国家自然科学基金(11001017) |
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| Application of Wavelet Transform and Fuzzy Clustering in Thermopaint Color Image Segmentation |
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SUN Chao-Nan, YI Qin, CUI Li
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School of Mathematical Sciences, Beijing Normal University, Beijing 100875, China
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| Abstract: |
| First, through the wavelet transform of the thermopaint color image, the wavelet moduli are acquired and are used as eigenvalues together with color characteristics. Next, the image is segmented through a fuzzy C-means clustering of these eigenvalues. Experimental results show that this algorithm has a good effect on thermopaint color image segmentation compared to the conventional algorithms that uses sole wavelet transform and fuzzy clustering. |
| Key words: thermopaint color image wavelet transform fuzzy clustering image segmentation |
