A robust image fingerprinting system using the Radon transform

被引:114
作者
Seo, JS
Haitsma, J
Kalker, T
Yoo, CD
机构
[1] Korea Adv Inst Sci & Technol, Dept EECS, Taejon 305701, South Korea
[2] Philips Res Eindhoven, NL-5656 AA Eindhoven, Netherlands
关键词
fingerprinting; robust hashing; robust matching; content identification; image indexing;
D O I
10.1016/j.image.2003.12.001
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the ever-increasing use of multimedia contents through electronic commerce and on-line services, the problems associated with the protection of intellectual property, management of large database and indexation of content are becoming more prominent. Watermarking has been considered as efficient means to these problems. Although watermarking is a powerful tool, there are some issues with the use of it, such as the modification of the content and its security. With respect to this, identifying content itself based on its own features rather than watermarking can be an alternative solution to these problems. The aim of fingerprinting is to provide fast and reliable methods for content identification. In this paper, we present a new approach for image fingerprinting using the Radon transform to make the fingerprint robust against affine transformations. Since it is quite easy with modern computers to apply affine transformations to audio, image and video, there is an obvious necessity for affine transformation resilient fingerprinting. Experimental results show that the proposed fingerprints are highly robust against most signal processing transformations. Besides robustness, we also address other issues such as pairwise independence, database search efficiency and key dependence of the proposed method. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:325 / 339
页数:15
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