| 基于纹理对图像进行分类方法的研究 |
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| 引用本文： | 王礼想,胡茂林.基于纹理对图像进行分类方法的研究[J].合肥工业大学学报(自然科学版),2006,29(5):529-532. |
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| 作者姓名： | 王礼想 胡茂林 |
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| 作者单位： | 安徽大学,数学与计算科学学院,安徽,合肥,230039 |
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| 基金项目： | 科技部重大基础研究资助项目(2001CCC021000) |
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| 摘 要： | 文章主要研究在不知道视点和光照条件下,根据纹理对图像进行分类的方法;过程是利用滤波器响应得到的特征向量,建立相应的纹理基元表示;用最近区域匹配分类和贝叶斯分类2种方法进行分类,并对2种算法进行了比较;结果表明,分类结果非常接近,均比较准确。
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| 关 键 词： | 纹理 分类 纹理基元 滤波器响应 |
| 文章编号： | 1003-5060(2006)05-0529-04 |
| 修稿时间： | 2005年3月30日 |
Material classification based on texture |
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| WANG Li-xiang,HU Mao-lin.Material classification based on texture[J].Journal of Hefei University of Technology(Natural Science),2006,29(5):529-532. |
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| Authors: | WANG Li-xiang HU Mao-lin |
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| Abstract: | The objective of this paper is to make classification of materials from a single image obtained under unknown viewpoint and illumination conditions.The problem of texture classification is solved by generating a texton dictionary based on feature vectors from filter responses first and then using two classification methodologies,nearest neighbour matching and Bayesian classification.The two algorithms are compared,and the results show that the classification accuracy of each algorithm is close to each other and both high. |
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| Keywords: | texture classification texton filter response |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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