Generic Fourier descriptor for shape-based image retrieval

被引：83
|
作者：
Zhang, DS [1 ]
Lu, GJ [1 ]
机构：
[1] Monash Univ, Gippsland Sch Comp & Info Tech, Churchill, Vic 3842, Australia
来源：
IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS | 2002年
关键词：
Fourier descriptors; shape; CBIR; retrieval;
D O I：
10.1109/ICME.2002.1035809
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Shape description is one of the key parts of image content description in MPEG-7. Most of existing shape descriptors are usually either application dependent or non-robust, making them undesirable for generic shape description. In this paper, a generic Fourier descriptor (GFD) is proposed to overcome the drawbacks of existing shape representation techniques. The proposed shape descriptor is derived by applying 2-D Fourier transform on a polar raster sampled shape image. The acquired shape descriptor is application independent and robust. Experimental results show the GFD outperforms Zernike moment descriptor (ZMD) which has been proposed to MPEG-7 as shape descriptor.
引用
收藏
页码：425 / 428
页数：4
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