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基于灰度共生矩阵的纹理分析方法研究 被引量:9

Study of Texture Analysis Method Based on GLCM
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摘要 介绍了纹理的定义及特征,并分别对统计方法、结构分析方法、基于纹理模型的方法和信号处理方法四种纹理图像分析方法进行了描述。针对统计方法中的灰度共生矩阵进行了详细的分析研究,并得到利用其进行纹理分析设计的重要参数。说明灰度共生矩阵法在纹理分析中的重要性。 Texture analysis is the core element of many processing stages in machine vision system.The paper introduces the definition and characteristics of texture,describes respectively the four texture analysis methods,which are the statistical method,the structural analysis method,the method based on texture model and signal processing method.It analyzes in details for the gray co-occurrence matrix of the statistical method,and gets the important parameters of texture analysis designing.In addition,it illustrates the importance of GLCM in the texture analysis.
出处 《山西电子技术》 2010年第4期89-90,93,共3页 Shanxi Electronic Technology
关键词 纹理分析 统计方法 灰度共生矩阵 texture analysis statistical method gray level co-occurrence matrix
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