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基于二进制颜色相关矩阵的图像检索方法

史婷婷 吴明珠 陈勇

计算机工程2011,Vol.37Issue(1):207-209,212,4.
计算机工程2011,Vol.37Issue(1):207-209,212,4.DOI:10.3969/j.issn.1000-3428.2011.01.071

基于二进制颜色相关矩阵的图像检索方法

Image Retrieval Method Based on Binary Color Co-occurrence Matrix

史婷婷 1吴明珠 2陈勇1

作者信息

  • 1. 仲恺农业工程学院计算机科学与工程学院,广州,510225
  • 2. 华南师范大学增城学院计算机系,广州,511363
  • 折叠

摘要

Abstract

This paper proposes an image retrieval method based on binary color co-occurrence matrix named Binary Modified Color Co-occurrence Matrix(BMCCM). It uses "color invariant model of RGB quantity" to quantify the original image, calculates the color co-occurrence matrix of transformed image, gets the binarization of co-occurrence matrix, and uses Jaccard coefficient to measure the similarity between images to complete the image retrieval. Experimental results show that BMCCM is more accurate and efficient on retrieval than color histogram and color (auto) correlogram.

关键词

颜色相关矩阵/颜色不变量/图像检索/颜色相关图

Key words

color co-occurrence matrix/ color invariant/ image retrieval/ color correlogram

分类

信息技术与安全科学

引用本文复制引用

史婷婷,吴明珠,陈勇..基于二进制颜色相关矩阵的图像检索方法[J].计算机工程,2011,37(1):207-209,212,4.

基金项目

仲恺农业工程学院校级科研基金资助项目"基于语义的图像检索关键技术研究"(G3081807) (G3081807)

计算机工程

OACSCDCSTPCD

1000-3428

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