DWT-PCA (EVD) based copy-move image forgery detection

International Journal of Digital Content Technology and its Applications

Volumn 5, Issue 1, 2011, Pages 251-258

  Zimba, Michael ^a   Xingming, Sun ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Copy move; Image integrity

Indexed keywords

COPY-MOVE; EIGENVALUE DECOMPOSITION; IMAGE FORGERY; IMAGE INTEGRITY; IMAGE MANIPULATION; IMAGE TAMPERING; IMPROVED ALGORITHM;

ALGORITHMS; CLONING; DISCRETE WAVELET TRANSFORMS; EIGENVALUES AND EIGENFUNCTIONS; PRINTING MACHINERY; WAVELET DECOMPOSITION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 79952781257     PISSN: 19759339     EISSN: None     Source Type: Journal    
DOI: 10.4156/jdcta.vol5.issue1.27     Document Type: Article

References (15)

1. C. T. Hsieh and Y. K. Wu, "Geometric Invariant Semi-fragile Image Watermarking Using Real Symmetric Matrix," WSEAS Transaction on Signal Processing, Vol. 2, Issue 5, May 2006, pp. 612-618.
2. P. Meerwald and A. Uhl, "A Survey of Wavelet-Domain Watermarking Algorithms," in Proceedubgs of SPIE, Electronic Imaging, Security and Watermarking of Multimedia Contents, Vol. 4314, 2001, pp. 505-516.
3. F. Hartung and M. Kutter, "Multimedia Watermarking Techniques," in Proceedings of the IEEE, Vol. 87, No. 7, July 1999, pp. 1079-1107.
4. A. C. Popescu and H. Farid, "Exposing Digital Forgeries by Detecting Traces of Resampling," IEEE Transactions on Signal Processing, Vol. 53, 2005, pp. 758-767.
5. E. S. Gopi, N. Lakshmanan, T. Gokul, S. KumaraGanesh, and P. R. Shah, "DigitalImage Forgery Detection using Artificial Neural Network and Auto Regressive Coefficients," Electrical and Computer Engineering, 2006, pp.194-197.
6. M. K. Johnson and H. Farid, "Exposing Digital Forgeries Through Chromatic Aberration," in Proceedings of the 8th workshop on Multimedia and security, 2006, pp. 48-55.
7. J. Lukas, J. Fridich, and M. Goljan, "Detecting Digital Image Forgeries Using Sensor Patter Noise," in Proceedings of the SPIE Conference on Security Steganography, and Watermarking of Multimedia Contents, Vol. 6072, January 2006, pp. 362-372.
8. M. K. Johnson and H. Farid, "Exposing Digital Forgeries by Detecting Inconsistencies in Lighting," in Proceedings of ACM Multimedia and Security Workshop, New York, 2005, pp.1-9.
9. A. C. Popescu and H. Farid, "Exposing Digital Forgeries in Color Filter Array Interpolated Images," IEEE Transactions on Signal Processing, Vol. 53, 2005, pp. 3948-3959.
10. A. C. Popescu and H. Farid, "Exposing Digital Forgeries by Detecting Duplicated Image Regions," Technical Report, TR2004-515, Department of Computer Science, Dartmouth College, 2004.
11. J. Fridrich, D. Soukal, and J. Lukas, "Detection of Copy-Move Forgery in Digital Images," in Proceedings of Digital Forensic Research Workshop, August 2003.
12. G. Li, Q. Wu, D. Tu, and S. Sun, "A Sorted Neighborhood Approach for Detecting Duplicated Regions in Image Forgeries based on DWT and SVD," in Proceedings of IEEE International Conference on Multimedia and Expo, Beijing China, July 2-5, 2007, pp. 1750-1753.
13. S. Bayram, T. Sencar, N Memon " An Efficient and Robust Method for Detecting Copymove Forgery," ICASSP 2009, pp. 1053-1056.
14. Yingkun Hou, Chunxia Zhao, Yong Cheng, Zhengli Zhu, "Image Watermarking Resynchronization to Geometric Attacks in DWT Domain", JDCTA: International Journal of Digital Content Technology and its Applications, Vol. 4, No. 4, pp. 88-98, 2010
15. Chi-Man Pun, Moon-Chuen Lee, Cong Lin, "Geometric Invariant Shape Representation Based on Radon and Adaptive Stationary Wavelet Transforms", JCIT: Journal of Convergence Information Technology, Vol. 5, No. 6, pp. 54-65, 2010