%0 Journal Article
%T Progressive rotation-invariant texture retrieval based on inter-scale dependency model<br>基于尺度相关性的旋转不变纹理图像渐进式检索算法
%A Zhu Xianqiang
%A Shao Zhenfeng
%A Wang Xing
%A <br>朱先强
%A 邵振峰
%A 王星
%J 中国图象图形学报
%D 2011
%I 
%X During the traditional wavelet rotation-invariant texture retrieval algorithms, the extracted directional information is limited and the inter-scale dependency between the coefficients is ignored, which affects the efficiency of retrieval. In this paper, the authors propose a novel progressive rotation-invariant texture retrieval algorithm based on inter-scale dependency. Firstly, Log-polar transform and Non-subsample Contourlet transform (NSCT) are combined to acquire rotation-invariant multi-scale and multi-orientation coefficients, then generalized Gaussian distribution (GGD) model is used to extract the global structure information from low-pass coefficients which can be employed further as coarse retrieval features. Afterwards, the Non-Gaussian Bivariate Model is employed to model NSCT coefficients inter-scale dependency, which can be used as fine progressive retrieval foundations. Finally,the performance of the algorithm proposed is illustrated by experiments based on Brodatz standard texture database. Compared to inner-scale model GGD based on wavelet coefficients retrieval algorithm, our method provides better efficiency and accuracy, which is proved to be an efficient rotation-invariant texture retrieval means.
%K inter-scale dependency
%K rotation-invariant texture retrieval
%K bivariate model
%K Log-polar transform
%K nonsubsample
%K cntourlet transform<br>尺度相关性
%K 旋转不变纹理检索
%K 双变量模型
%K Log-polar变换
%K 非下采样Contourlet变换
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=361297288E25323375D5DF70DE56E2BA&yid=9377ED8094509821&vid=7801E6FC5AE9020C&iid=5D311CA918CA9A03&sid=BEBB33B35AAF4DFE&eid=CFB9125E4BCA3130&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=0&reference_num=0