| 一种改进的基于Gabor滤波器的纹理分割方法 |
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| 引用本文： | 李厚强,王超,叶中付,王劲松. 一种改进的基于Gabor滤波器的纹理分割方法[J]. 电路与系统学报, 2003, 8(6): 82-86 |
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| 作者姓名： | 李厚强 王超 叶中付 王劲松 |
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| 作者单位： | 中国科学技术大学,电子工程与信息科学系,安徽,合肥,230027 |
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| 摘 要： | 本文深入分析了Gabor滤波器的性能及其实现纹理分割的原理，针对现有的基于Gabor滤波器纹理分割方法存在的不足，提出一种根据“频谱特征值向量”构造Gabor滤波器组，以实现纹理分割的改进方法。实验结果表明，本文所提改进方法的分割效果明显优于现有方法，充分证实该方法行之有效。
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| 关 键 词： | 纹理 图象分割 Gabor滤波器 频谱特征值向量 |
| 文章编号： | 1007-0249(2003)06-0082-05 |
| 修稿时间： | 2002-07-08 |
An Improved Method for Texture Segmentation Based on Gabor Filters |
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| LI Hou-qiang,WANG Chao,YE Zhong-fu,WANG Jin-song. An Improved Method for Texture Segmentation Based on Gabor Filters[J]. Journal of Circuits and Systems, 2003, 8(6): 82-86 |
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| Authors: | LI Hou-qiang WANG Chao YE Zhong-fu WANG Jin-song |
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| Abstract: | Performance of Gabor filters and the principle of applying them to texture segmentation are extensively discussed. To overcome the limitation of existing Gabor-filter-based texture segmentation methods, an improved method is proposed. According to this method, Gabor filters are constructed in accordance with the spectrum feature vector of texture as to segment the images effectively. Experiment results show that the effect of segmentation by means of this improved method is better than that of the existing methods. |
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| Keywords: | texture image segmentation Gabor filter spectrum feature vector |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
