A Novel Image Retrieval Method Based on Fractal Code and Fuzzy Set

被引:0
作者
Li, Haipeng [1 ]
Li, Feng [2 ]
Lou, Yafang [1 ]
机构
[1] Jilin Univ, Zhuhai Coll, Comp Sci & Technol Dept, Zhuhai, Peoples R China
[2] MI Ninth Design & Res Inst Co Ltd, Changchun, Peoples R China
来源
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (CSAIT 2013) | 2014年 / 255卷
关键词
Image retrieval; Fractal code; Fuzzy set; Image compress; COMPRESSION;
D O I
10.1007/978-81-322-1759-6_4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we adopt the advantage of fractal code and classify blocks partitioned from images into four different categories and propose an improved fractal image code as image index label. The method speeds up the course of fractal image encoding without demolishing the perfection of reconstructed image. In applying for image retrieval, with the help of fuzzy classifier, the time consumed for image matching can be reduced obviously. Simulated experiment shows that our proposed method can gain desirable results in image retrieval meantime costing less time.
引用
收藏
页码:31 / 37
页数:7
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