| 基于小波变换和动态聚类的图象分割方法 |
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| 引用本文： | 黎恒,赖声礼,黎绍发.基于小波变换和动态聚类的图象分割方法[J].华南理工大学学报(自然科学版),1999,27(8):54-58. |
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| 作者姓名： | 黎恒 赖声礼 黎绍发 |
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| 作者单位： | 华南理工大学电子与信息学院!广州510640 |
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| 摘 要： | 本文讨论了一种结合小波变换和非监督动态聚类的图象分割算法。在图象分割过程中，首先用小波变换提取图象中的边缘信息，再利用所得的边缘信息和原图象的灰度信息进行聚类。实验证明了这种方法是行之有效的。
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| 关 键 词： | 图象分割 小波变换 聚类 FCM算法 图象处理 |
AN IMAGE SEGMENTATION ALGORITHM BASED ON WAVELET TRANSFORM AND DYNAMIC CLUSTERING |
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| Li Heng,Lai Shengli,Li Shaofa.AN IMAGE SEGMENTATION ALGORITHM BASED ON WAVELET TRANSFORM AND DYNAMIC CLUSTERING[J].Journal of South China University of Technology(Natural Science Edition),1999,27(8):54-58. |
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| Authors: | Li Heng Lai Shengli Li Shaofa |
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| Abstract: | An image segmentation algorithm based on wavelet transform and dynamic clustering is discussed in this paper. We use wavelet transform to draw the edge information form the original image, then combine the edge information and the gray_scale information of the image together for clustering. The experimental result of segmentation by means of the new algorithm is satisfactory. |
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| Keywords: | image segmentation wavelet transform clustering FCM algorithm |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
