A Matching Method Based on SVD for Image Retrieval

被引：1
|
作者：
Zeng, Jie-xian [1 ,2 ]
Bi, Dong-ge [2 ]
Fu, Xiang [1 ]
机构：
[1] Nanchang Hangkong Univ, Sch Comp, Nanchang 330063, Jiangxi, Peoples R China
[2] Nanchang Hangkong Univ, Minist Educ, Key Lab Nondestruct Test, Nanchang 330063, Jiangxi, Peoples R China
来源：
2009 INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, VOL I | 2009年
关键词：
Feature matching; image retrieval; SVD;
D O I：
10.1109/ICMTMA.2009.601
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Feature matching method is the key technology of image retrieval. A matching method based on SVD is proposed in this paper. Firstly, the feature matrix is constructed and the eigenvalue matrix is calculated based on SVD transformation. Then, the eigenvalue matrix is mapped into vector space, and similarity is measured by comparing the angle between vectors. Finally, the matching method is applied to image retrieval. Experimental results show that the proposed method is feasible and superior to the traditional distance matching method.
引用
收藏
页码：396 / 398
页数：3
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