• 研究论文 • 上一篇    下一篇



  1. (西安电子科技大学 机电工程学院,陕西 西安 710071)

  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2005-04-20 发布日期:2005-04-20

A novel image retrieval algorithm based on the color and distribution of interest points

MENG Fan-jie; GUO Bao-long


  1. (School of Electromechanical Engineering, Xidian Univ., Xi'an 710071, China)

  • Received:1900-01-01 Revised:1900-01-01 Online:2005-04-20 Published:2005-04-20

摘要: 提出了一种利用兴趣点进行图像检索的新方法.该方法把兴趣点作为图像中用户关注的视点线索,设计了一种基于兴趣点的环形颜色直方图,既利用了兴趣点的局部颜色特征,又考虑了兴趣点的空间分布结构,在保证检索算法对图像旋转、平移鲁棒性的前提下,克服了传统颜色直方图没有位置信息的缺陷.实验结果表明,该方法实现简单,有效提高了图像检索的效率.

关键词: 图像检索, 兴趣点, 环形颜色直方图

Abstract: A novel algorithm for image retrieval based on interest points is presented. Interest points are regarded as the vision clues, and an annular color histogram is designed, which takes not only the local color feature into consideration, but also the space distribution information of interest points. With robustness to rotation and translation, the algorithm avoids the shortcoming of losing the location information in color histogram. Experimental results show that this algorithm is simple and improves the image retrieval efficiency.

Key words: image retrieval, interest points, annular color histogram


  • TP391.4