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纹理特征提取方法 被引量:13

Overview of Textural Feature Extraction Methods
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摘要 纹理作为图像重要特征,广泛存在于各种图像中。文中主要介绍了基于分形维数提取法、小波提取法、Gabor滤波器提取法、灰度共生矩阵提取法等纹理特征提取的原理和步骤等,并对各个方法的优、缺点进行了归纳总结。 As an important feature of the image,texture exists in various kinds of images.This paper mainly presents the principle and process of several texture feature extraction methods based on the fractal dimension extraction method,wavelet extraction algorithm,Gabor filter extraction method and Gray level Co-occurrence matrix method.Finally,a summery of the advantages and disadvantages of each method is made.
出处 《电子科技》 2010年第6期49-51,71,共4页 Electronic Science and Technology
关键词 图像纹理 特征提取 分形 小波 GABOR滤波器 灰度共生矩阵 image texture feature extraction fractal wavelet gabor filter gray level co-occurrence matrix
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