纹理周期性和相似性度量研究Study on texture periodicity and similarity measurement
金淑英;李德仁;龚健雅;
摘要(Abstract)：
本文基于空间统计学提出了新的纹理周期性和相似性度量。实验表明,用纹理的周期值、周期性成分所占比例、周期性成分所占比例的变化率以及周期复杂度等多个参数可以提供较多的纹理周期性信息。虽然对周期性纹理分析,室穴模型是一个合适的选择,但该模型的实际拟合还存在一些困难。
关键词(KeyWords)： 纹理分析;空间统计学;周期性度量;相似性度量
基金项目(Foundation):
作者(Authors): 金淑英;李德仁;龚健雅;
参考文献(References)：
- [1]ROBERT M HAWLICK.Statistical and Structural Ap-proaches to Texture[J].PROCEED INGS OF THEIEEE,1979,67,(5).
- [2]Guoliang Fan.W avelet Dom ain Statistical Im age Model-ing and Processing[D].Thesis,2001.
- [3]Fang L iu and Rosalind W P icard.Period ic ity,D irection-ality and Randomness:W old Features for Im ageModelingand Retrieval[J].IEEE Trans.On Pattern Analysisand M ach ine Intelligence1996,18,(7).
- [4]Hsin-Ch ih L in,L ing-L ing W ang,Sh i-N ine Yang.Ex-tracting period ic ity of a regu lar texture based on autocor-relation functions[J].Pattern Recogn ition Letters,1997,18:433-443.
- [5]Jia-Guu Leu.On indexing the period icity of image textures[J].Image and V ision Computing,2001,19:987-1000.
- [6]Tam_as Szir_anyi,AttilaHani.sSub-pattern texture recogni-tion using intelligent focal-plane imaging sensor of smallwindow-size[J].Pattern Recognition Letters,1999,20:1133-1139.
- [7]Valery V Starovoitov,Sang-Yong Jeong and Rae-HongPark.Texture Period ic ity Detection:Features,Proper-ties,and Comparisons[J].IEEE TRANSACTIONS ONSYSTEMS,MAN,AND CYBERNETICS-PART A:SYS-TEMS AND HUMANS,1998,28(6).
- [8]Sen-Ren Jan,Yuang-ChehHsueh.W indow-size determ ina-tion for granulometrical structural texture classification[J].Pattern Recognition Letters,1998,19:439 446.
- [9]Jorge S M arques.Period ic ity Estim ation in Textured Im a-ges Using a ML Approach[J].IEEE.1994.
- [10]王仁铎,胡光道.线性地质统计学[M].北京:地质出版社,1988.
- [11]M Chica-O lmo,F Abarca-HernaA^ndez.Computing geosta-tistical image texture for remotely sensed data classification[J].Computers&Geosciences,2000,26:373-383.
- [12]C G D illona,C Lloyd,L Ph ilip.Identifying short-rangeand long-range structural components of a compactedsoil:an integrated geostatisticaland spectralapproach[J].Computers&Geosc iences,2003,29:1277-1290.
- [13]马洪超.一种定义影像相似性的新方法及其在影像检索中的应用[J].武汉大学学报信息科学版,2001,26(5).
- [14]David L B Jupp,Alan H Strahler and Curtis E Woodcock.Autocorrelation and Regularization in D igital Images II SimpleImage Models[J].IEEE TRANSACTIONS ON GEOSCI-ENCE AND REMOTE SENSING,1989,27(3):247-258.