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一种基于颜色基元共生矩阵的图像检索方法
引用本文:张恒博,欧宗瑛.一种基于颜色基元共生矩阵的图像检索方法[J].计算机工程,2007,33(14):171-173.
作者姓名:张恒博  欧宗瑛
作者单位:[1]大连理工大学机械学院CAD&CG研究所,大连116024 [2]大连民族学院图形图像研究所,大连116600
摘    要:提出一种结合图像颜色连通区域信息及其纹理特征的图像检索新方法。对图像进行分块,确定图像中的颜色连通区域集,提取图像中各颜色连通区域对应的4种颜色基元共生矩阵特征,针对该特征设计的图像相似性度量函数实现基于内容的图像检索。实验结果表明,该方法能有效地结合图像的纹理信息及其颜色构成和分布信息,具有良好的检索效果和性能。

关 键 词:图像检索  共生矩阵  图像纹理  特征提取
文章编号:1000-3428(2007)14-0171-03
修稿时间:2006-07-30

Image Retrieval Method Based on Color Primitive Co-occurrence Matrix
ZHANG Hengbo,OU Zongying.Image Retrieval Method Based on Color Primitive Co-occurrence Matrix[J].Computer Engineering,2007,33(14):171-173.
Authors:ZHANG Hengbo  OU Zongying
Affiliation:(1. Research Institute of CAD & CG, School of Mechanical Engineering, Dalian University of Technology, Dalian 116024; 2. Research Institute of CG & Image Processing, Dalian Nationalities University, Dalian 116600)
Abstract:This paper presents and realizes a new image retrieval method by combining the information of color connected area and its features of texture. The image is distributed into several parts, the color connected areas in the image is computed, the primitive co-occurrence matrix of four colors’ corresponded with the connected area of each color is extracted, the image retrieval on the basis of the content is realized through the use of the feature similar function which is designed according to these features. The result of the experiment shows that this method effectively combines the information of image’s textures and its color constitution as well as its distribution which has a good effect.
Keywords:image retrieval  matrix  image texture  texture extraction
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