
基本信息:
- 专利标题: 一种基于颜色特征提取的图像检索系统及其方法
- 专利标题(英):Image retrieval system and method based on color feature extraction
- 申请号:CN201410208267.X 申请日:2014-05-16
- 公开(公告)号:CN103995860A 公开(公告)日:2014-08-20
- 发明人: 刘磊锋 , 张矩 , 陈芋文 , 钟坤华 , 杨涌 , 王湘
- 申请人: 中国科学院重庆绿色智能技术研究院
- 申请人地址: 重庆市北碚区方正大道266号
- 专利权人: 中国科学院重庆绿色智能技术研究院
- 当前专利权人: 中国科学院重庆绿色智能技术研究院
- 当前专利权人地址: 重庆市北碚区方正大道266号
- 代理机构: 上海光华专利事务所
- 代理人: 敖欢
- 主分类号: G06F17/30
- IPC分类号: G06F17/30
The invention provides an image retrieval system and method based on color feature extraction. The image retrieval method retains the advantage of invariance during rotation and zooming in an existing retrieval method, partial color features for reflecting space distribution are added, and the capacity of reflecting color space distribution information is achieved. The image retrieval method includes the steps of firstly, extracting color edges of images to obtain an image edge matrix, and carrying out retrieval on largest color blocks and color blocks adjacent to the largest color blocks in the images based on the image edge matrix; secondly, extracting color feature pairs of the color blocks through color space changes, and measuring the similarity between the images with the Euclidean distance. In addition, rapid retrieval of the images can be achieved through the image retrieval system. According to the image retrieval system and method, the defect that in the prior art, space information is lost due to the fact that the numbers of same gray values of histograms based on colors are compared without reflecting color space distribution is overcome, the image retrieval precision ratio and the image retrieval recall ratio are accordingly and effectively increased, and the image retrieval flexibility is improved.
公开/授权文献:
- CN103995860B 一种基于颜色特征提取的图像检索系统及其方法 公开/授权日:2017-10-03
IPC结构图谱:
G | 物理 |
--G06 | 计算;推算;计数 |
----G06F | 电数字数据处理 |
------G06F17/00 | 特别适用于特定功能的数字计算设备或数据处理设备或数据处理方法 |
--------G06F17/30 | .信息检索;及其数据库结构 |