An effective method for color image retrieval based on texture

被引：48
|
作者：
Wang Xing-yuan [1 ]
Chen Zhi-feng [1 ]
Yun Jiao-jiao [1 ]
机构：
[1] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
来源：
COMPUTER STANDARDS & INTERFACES | 2012年 / 34卷 / 01期
基金：
中国国家自然科学基金;
关键词：
Color image retrieval; Texture feature extraction; Co-occurrence matrix;
D O I：
10.1016/j.csi.2011.05.001
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents an effective color image retrieval method based on texture, which uses the color co-occurrence matrix to extract the texture feature and measure the similarity of two color images. Due to the color information such as components and distribution is also taken into consideration, the feature obtained not only reflects the texture correlation but also represents the color information. As a result, our proposed method is superior to the gray-level co-occurrence matrix method and color histogram method, and it enhances the retrieval accuracy which is measured in terms of the recall and precision in the meanwhile. (C) 2011 Elsevier BM. All rights reserved.
引用
收藏
页码：31 / 35
页数：5
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