作者：刘飞, 邹文辉, 罗峰, 罗代升

作者单位：四川大学电子信息学院图像信息研究所, 四川成都 610065

关键词：图像检索; Gabor小波; 纹理; 纹理谱

摘要：

本文简要叙述了图像检索的发展和目前研究的热点。基于纹理的图像检索是进行图像检索的主要方法之一,本文主要概述的提取纹理特征的方法。在多种提取纹理特征的方法中,Gabor小波变换和纹理谱的方法更加符合人类的视觉特征,本文对这两种方法进行了理论上的探讨。

Retrieval based-on texture features in CBIR

LIU Fei, ZOU Wen-hui, LUO Feng, LUO Dai-sheng

School of Electronics and Information Engineering, Sichuan University, Chengdu 610065, China

Abstract: Depict the development and the active research area of image retrieval briefly.Texture is one of the most important method of image retrieval, and this paper is mainly about this.There are many methods of extracting the features of the image, but Gabor wavelet transform method and texture spectrum method are more adaptive to the vision of human beings.This paper will discuss these two methods theoretically.

Keywords: Image retrieval; Gabor wavelet; Texture; Texture spectrum

2005, 31(2): 82-84  收稿日期: 2004-10-9;收到修改稿日期: 2004-12-17

基金项目: 

作者简介: 

参考文献

[1] RM Haralick, K Shanmngam, et al.Texture feature for image classification[J].IEEE Transactions on System, Man, and Cybernetics, 1973, 23(6):768-780.
[2] BS.Manjunath and W.Y.Ma.Texture features for browsing and retrieval of large image data[J].IEEE Transactions on Pattern Analysis and Machine Inetelligence, (Special Issue on Digital Libraries), 1996, 18(8):837-842.
[3] J.G.Daugman.Uncertainty relation for resolution in space, spatial frequency[J], and orientation optimized by twodimensional visual cortical filters[J].Journal of The Optical Society of America, 1985, 2(7):1160-1169.
[4] He DC, Wang L.Texture features based on texture spectrum[J].Pattern Recognition, 1991, 24(5):391-399.
[5] 万华林, 等.图像纹理特征及其在CBIR中的应用[J]. 计算机辅助设计与图形学学报, 2003, 15(2).