计算机与现代化 ›› 2010, Vol. 1 ›› Issue (01): 124-127.doi: 10.3969/j.issn.1006-2475.2010.01.035

• 图像处理 • 上一篇    下一篇

基于多特征的图像检索研究

张舒娟1,王庆民2   

  1. 1.中北大学电子与计算机科学技术学院,山西 太原 030051; 2.中北大学图书馆,山西 太原 030051
  • 收稿日期:2009-07-06 修回日期:1900-01-01 出版日期:2010-01-15 发布日期:2010-01-15

Research on Image Retrieval Based on Multi-features

ZHANG Shu-juan1,WANG Qing-min2   

  1. 1.School of Electronics and Computer Science Technology, North University of China, Taiyuan 030051, China;2.Library of North University of China, Taiyuan 030051, China
  • Received:2009-07-06 Revised:1900-01-01 Online:2010-01-15 Published:2010-01-15

摘要: 为了有效地检索图像,基于内容的图像检索技术应运而生。利用直方图表达图像的颜色特征,利用Gabor滤波器组提取图像的纹理特征,在此基础上又提出综合利用颜色特征和纹理特征共同进行图像检索的方法。实验结果表明,综合特征检索的效果比单一特征检索的效果好。

关键词: 图像检索, 颜色特征, 纹理特征, 特征提取

Abstract: In order to retrieve image effectively, contendedbased image retrieval technique comes into being. The color feature and texture feature are respectively studied. The color feature is demonstrated by the histogram. The texture feature is extracted by Gabor filters. On the basis of above contents, the article proposes a method for image retrieval using combined color feature and texture feature. The results of experiments show that the retrieval results obtained from combined features are better than the retrieval results obtained from single feature.

Key words: image retrieval, color feature, texture feature, feature extraction

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