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
Link To Document :
بازگشت