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

页码：425 / 428

页数：4

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