| 自动权值的马尔科夫彩色图像纹理分割方法 |
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| 引用本文： | 岳同森,王大海.自动权值的马尔科夫彩色图像纹理分割方法[J].佛山科学技术学院学报(自然科学版),2014(3):80-84. |
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| 作者姓名： | 岳同森 王大海 |
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| 作者单位： | [1]新乡职业技术学院汽车技术系,河南新乡453000 [2]新乡职业技术学院电子信息系,河南新乡453000 |
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| 摘 要： | 为准确获得目标图像，提出一种自动权值的马尔科夫彩色图像纹理分割方法。在HSV颜色空间中以颜色直方图作为颜色特征．设计Gabor滤波器提取图像纹理特征，对马尔科夫算法进行研究．设计自动权值算法。实验证明．该方法能有效降低算法复杂度，减少了分割过程中人为设置参数的主观性．较好地屏蔽图像噪声影响，可以很好地提取出目标图像。
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| 关 键 词： | 颜色特征 纹理特征 马尔科夫 |
Color image texture segmentation method based on automatic weight of Markov |
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| YUE Tong-sen,WANG Da-hai.Color image texture segmentation method based on automatic weight of Markov[J].Journal of Foshan University(Natural Science Edition),2014(3):80-84. |
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| Authors: | YUE Tong-sen WANG Da-hai |
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| Affiliation: | 1. Department of Automotive Technology, Xinxiang Vocational and Technical College, Xinxiang 453000 ,China; 2. Department of Electronic Information, Xinxiang Vocational and Technical College, Xinxiang 453000,China) |
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| Abstract: | In order to accurately obtain the target image, we come up with a color image segmentation method based on automatic weight of Markov. In HSV color space with color histogram as color features, by taking advantage of Gabor filters for image texture feature, and studying on Markov algorithms, we design an other adaptive weighting algorithm. Experimcnts prove that method can effectively reduce the complexity of algorithms, as well as the human subjectivity of setting shield image noise and extract target images more accurately. |
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| Keywords: | color real ures texture features Markov |
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