The Extraction of Texture Based on the Co-occurrence Matrix -of LAB Color-Difference

欧Yang-Min; WANG  Ren-Huang; CHEN  Fu-Ting

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The Extraction of Texture Based on the Co-occurrence Matrix -of LAB Color-Difference

更新时间：2026-05-27

- The Extraction of Texture Based on the Co-occurrence Matrix -of LAB Color-Difference
- Vol. 28, Issue 4, Pages: 48-50(2011)
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- Online First：25 December 2011，
  
  Published：2011
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欧阳敏, 汪仁煌, 陈府庭. 基于LAB颜色距离的共生矩阵的纹理特征提取[J]. 广东工业大学学报, 2011, 28(4): 48-50.

欧Yang-Min, WANG Ren-Huang, CHEN Fu-Ting. The Extraction of Texture Based on the Co-occurrence Matrix -of LAB Color-Difference[J]. 2011, 28(4): 48-50.
欧阳敏, 汪仁煌, 陈府庭. 基于LAB颜色距离的共生矩阵的纹理特征提取[J]. 广东工业大学学报, 2011, 28(4): 48-50. DOI：

欧Yang-Min, WANG Ren-Huang, CHEN Fu-Ting. The Extraction of Texture Based on the Co-occurrence Matrix -of LAB Color-Difference[J]. 2011, 28(4): 48-50. DOI：

摘要

针对光照对成像的影响，采用均值滤波抑制噪声对图像的干扰，从而达到减弱光照影响的目的.在此基础上，介绍了一种基于LAB颜色距离的共生矩阵提取颜色-纹理特征的图像分析方法.在灰度共生矩阵方法的基础上，发展出LAB颜色距离的共生矩阵方法，解决了灰度共生矩阵方法不能有效处理彩色图像的缺陷，并从LAB颜色距离的共生矩阵中提取颜色和纹理特征用于图像分析.该方法易于实现，且具有较好的检测效果.

Abstract

To reduce the influence of illumination，mean filter was used to weaken the influence of the noise on the image. Then，the method of studying the image was presented

based on the co-occurrence matrix of LAB color-difference——a new conception which was proposed on the basis of gray level co-occurrence matrix. Both color and texture features were extracted from the co-occurrence matrix of LAB color-difference. The experimental results show that the method fits closely with human perception.

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references

郭德军.基于灰度共生矩阵的纹理图像分类研究[J].林业机械与木工设备,2005(7):21-23.

冯建辉,杨玉静.基于灰度共生矩阵提取纹理特征图像的研究[J].北京测绘,2007(3):19-22.

刘广海,王强,聂桂军.基于彩色子块共生矩阵的图像检索[J].南京工业职业技术学院学报,2009,9(2):47-50.

刘海艳,刘巍.基于彩色局部模式共生矩阵的图像检索[J].科学时代,2011(5):51-53.

林福宗.Color-measurement[M].北京：清华大学智能技术与系统国家重点实验室，2001.

陈丽雪,陈昭炯.基于Lab空间的图像检索算法[J].计算机工程,2008,34(13):224-226.

林开颜,吴军辉,徐立鸿.彩色图像分割方法综述[J].中国图象图形学报,2005,10(1):1-10.

Howarth P, Ruger S. Evaluation of texture features for content-based image retrieval[C]∥LNCS 3115. International Conference on Image and Video Retrieval(CIVR ’04). Dublin, Ireland: Springer 2004:326-334.

Smith J R, Chang S F. Tools and techniques for color image retrieval[C]∥Storage and Retrieval for Image and Video Database IV, San Jose, CA:SPIE Proceedings,1996,2670:426-437.

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