DocumentCode
3364839
Title
An image copy detection scheme based on radon transform
Author
Wang, Yuan-Gen ; Lei, Yanqiang ; Huang, Jiwu
Author_Institution
Sch. of Inf. Sci. & Technol., Sun Yat-sen Univ., Guangzhou, China
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
1009
Lastpage
1012
Abstract
Copy detection aims to identify various content-preserving copies from the same origin and distinguish the different sources. In this paper, we propose a novel feature for image copy detection based on the radon transform (RT). We first theoretically analyze that the proposed feature is invariant against rotation, scaling and translation (RST) operations and robust to lossy JPEG compression and additive noises. The feature can meet the robustness requirements of copy detection applications. The proposed feature is statistically dependent of image content and is capable of capturing unique information of the image for fragility of the copy detection system. The experimental results show that the proposed scheme outperforms the existing methods, when detecting image copies subjected to various transformations, in terms of receiver operating characteristic (ROC) curves.
Keywords
Radon transforms; data compression; image coding; noise; Radon transform; additive noises; image copy detection scheme; lossy JPEG compression; receiver operating characteristic curves; rotation operation; scaling operation; translation operation; Additive noise; Discrete Fourier transforms; Feature extraction; Image coding; Robustness; Transform coding; RST; Radon transform; copy detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5653456
Filename
5653456
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