[1]郑爱彬,张明.基于相关聚合直方图的CBIR[J].南京师范大学学报(工程技术版),2005,05(04):057-60.
　ZHENG Aibin,ZHANG Ming.The Research of the Correlation and Polymerization Histogram in CBIR[J].Journal of Nanjing Normal University(Engineering and Technology),2005,05(04):057-60.
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基于相关聚合直方图的CBIR
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南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

卷:
05卷
期数:
2005年04期
页码:
057-60
栏目:
出版日期:
2005-12-30

文章信息/Info

Title:
The Research of the Correlation and Polymerization Histogram in CBIR
作者:
郑爱彬;张明;
南京师范大学数学与计算机科学学院, 江苏南京210097
Author(s):
ZHENG Aibin; ZHANG Ming
School of Mathematics and Computer Science,Nanjing Normal University,Jiangsu Nanjing 210097,China
关键词:
图像检索;  CBIR;  颜色;  聚合度;  直方图
Keywords:
im age retrieva ; l CBIR;  co lo r;  po lym er ization degree;  h istog ram
分类号:
TP391.41
摘要:
在颜色直方图的基础上,结合图像的颜色、形状和纹理特征,提出了一种基于相关聚合直方图的图像检索算法.该算法通过集合聚合度的概念,在图像的颜色统计信息中融入了多粒度的空间聚合信息,具有对图像平移、旋转与尺度变化不敏感及检索性能受数据库大小变化影响较少等特点.为了验证算法的有效性,对该算法进行了性能比较实验.实验数据表明,该算法具有较好的检索性能.
Abstract:
W ith co lor h istogram as its basis, and com b inatory w ith the co lor, shape and texture characteristics o f image, th is pape r puts fo rw ard a kind of search a lgor ithm based on the corre lation and polym er ization h istogram. W ith the concept o f se t. s polym er ization degree, the space po lyme rization inform ation is incorpo rated into the color statist-i cal inform a tion in the a lgo rithm. It has such m any advantages as insensitivity to the picture. s transition, rotation and size change and its retr ieva l perform ance having little to do w ith the size of the database. As to testify ing the va lid ity of the a lgor ithm, this paper carr ies out som e expe rim en ts about the search a lgor ithm o f the correlation and po lym er ization histog ram. The data from exper iments suggest that the search a lgor ithm o f the corre la tion and po lym eriza tion h istogram has a be tter retrieva l pe rfo rm ance.

参考文献/References:

[ 1] H uang Jing. Color-spatial image index ing and app licationg s [ D] . New York: Co rnellUn iversity, 1998.
[ 2] 段立娟, 高文, 林守勋, 等. 图像检索中的动态相似性度量方法[ J]. 计算机学报, 2000, 11 ( 24): 1157- 1162.
[ 3] 声蓉, 熊璋. 基于低层视觉特性的图像相似性度量方法[ J] . 微电子学与计算机, 1999( 6): 29- 32.
[ 4] 伯晓晨, 刘建平. 基于颜色的图像检索中若干关键问题的研究[ J]. 小型微型计算机系统, 1998( 10): 42- 47.

相似文献/References:

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　Cao Jianfang,Chen Junjie,et al.An Improved Method on Color Space Quantization and Application[J].Journal of Nanjing Normal University(Engineering and Technology),2014,14(04):068.

备注/Memo

备注/Memo:
作者简介: 郑爱彬( 1978-) , 助教, 主要从事多媒体技术方面的教学与研究. E-m ail:zab zero@ 163. n et
更新日期/Last Update: 2013-04-29