胡冬芽,任保刚

• 1:珠海市测绘院

摘要(Abstract)：

本文在系统介绍遥感图像检索中边缘特征描述方法的基础上,将边缘特征归纳为边缘图和边缘方向两类特征。通过对遥感目标图像库和纹理图像库上所做实验的分析,揭示了不同算法的特性,并指出综合两类特征可进一步提高算法的检索性能。

关键词(KeyWords)： 遥感图像检索;边缘图;边缘方向;Contourlet变换;广义高斯分布

Abstract:

Keywords:

基金项目(Foundation):

作者(Author): 胡冬芽,任保刚

DOI: 10.16251/j.cnki.1009-2307.2012.05.017

参考文献(References)：

• [1]Flickner M,Sawhney H,Niblack W,et al.Query by Imageand Video Content:The QBIC System[J].IEEE Com-puter,1995,9:23-32.
• [2]Hu M K.Visual Pattern Recognition by Moment Invari-ants[C]//IEEE Transactions on Information Theory.1962,8(2):179-187.
• [3]Chalechale A,Mertins A,Naghdy G.Edge Image Descrip-tion Using Angular Radial Partitioning[C]//IEEE Pro-ceeding of Vision,Image and Signal Processing.2004,151(2):93-101.
• [4]Haralick R,Shanmugan K,Dinstein I.Textural Featuresfor Image Classification[C]//IEEE Transactions on Sys-tems,Man,and Cybernetics.1973,3:610-621.
• [5]Ojala T,Pietikainen M,Harwood D.A Comparative Studyof Texture Measures with Classification Based on FeatureDistributions[J].Pattern Recognition,1996,29:51-59.
• [6]魏海,沈兰荪.小波变换域内基于方向梯度相角直方图的图像检索算法[J].电路与系统学报,
• [7]任平红,陈矗.基于改进的边缘直方图的图像检索方法[J].计算机技术与发展,2007,17(8):183-186.
• [8]杨冉,卢朝阳.基于边缘特征的图像检索[J].微机发展,2005,15(1):24-80.
• [9]Hadjidemetriou E,Grossberg M D,Nayar S K.Multireso-lution Histograms and Their Use for Recognition[C]//IEEE Transactions on Pattern Analysis and Machine Intel-ligence,2004,26(7):831-847.
• [10]闫敬文,屈小波.超小波分析及应用[M].北京:国防工业出版社,2008:159-184.
• [11]林立宇,张友焱,孙涛,等.Contourlet变换———图像处理应用[M].北京:科学出版社,2008,4:28-58.
• [12]Do M N,Vertterli M.Wavelet-Based Texture Retrieval U-sing Generalized Gaussian Density and Kullback-LeiblerDistance[C]//IEEE Transactions on Image Processing,2002,11(2):146-158.
• [13]郝玉保,王仁礼,顾立娟.轮廓波变换在遥感目标图像检索中的应用[J].测绘科学技术学报,2009,26(2).
• [14]Rui Y,Huang T S,Ortega M,et al.Relevance Feedback:A Power Tool for Interactive Content-Based Image Retrieval[C]//IEEE Transactions on Circuits and Video Technology,1998,8(5):644-655.