An integrated technique for splicing and copy-move forgery image detection

Proceedings - 4th International Congress on Image and Signal Processing, CISP 2011

Volumn 2, Issue , 2011, Pages 1086-1090

  Lin, Shinfeng D ^a   Wu, Tszan ^a  

^a NATIONAL DONG HWA UNIVERSITY   (Taiwan)

Author keywords

DCT coefficient; digital image forensics; double JPEG compression; passive forgery detection

Indexed keywords

COMPRESSED IMAGES; DCT COEFFICIENTS; DCT DOMAIN; DESCRIPTORS; DIGITAL IMAGE; DIGITAL IMAGE FORENSICS; DOUBLE COMPRESSION; FORGERY DETECTIONS; IMAGE COMPRESSION STANDARDS; IMAGE DETECTION; IMAGE PROCESSING TOOLS; INTEGRATED TECHNIQUES; JPEG COMPRESSION; JPEG IMAGE; PERIODICITY ANALYSIS; RECOMPRESSION;

FORGINGS; IMAGE COMPRESSION; SIGNAL DETECTION;

COMPUTER CRIME;

EID: 84862959976     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2011.6100366     Document Type: Conference Paper

References (14)

1. M. M. Yeung, "Digital watermarking," Commun. ACM, vol. 41, p.30, 1998.
2. J. Fridrich, "Methods for tamper detection in digital images," in Proceedings of Multimedia and Security Workshop at ACM Multimedia '99, pp. 19-23, 1999.
3. Shinfeng D. Lin and Yu-Hsun Huang, "An Integrated Watermarking Technique With Tamper Detection and Recovery," International Journal of Innovative Computing, Information and Control, Vol. 5, Num. 11, Nov. 2009, SCI.
4. A.C. Popescu and H. Farid, "Exposing digital forgeries by detecting traces of re-sampling," IEEE Transactions on Signal Processing, vol. 53, no. 2, pp. 758-767, 2005. (Pubitemid 40181769)
5. A.C. Popescu and H. Farid, "Exposing digital forgeries in color filter array interpolated images," IEEE Transactions on Signal Processing, 2005.
6. J. Lukas, J. Fridrich, and M. Goljan, "Detecting digital image forgeries using sensor pattern noise," in Proceedings of the SPIE, vol. 6072, pp. 60720Y, 2006.
7. A. C. Popescu and H. Farid, "Exposing Digital Forgeries by Detecting Duplicated Image Regions," Technical Report, TR2004-515, Dartmouth College, Computer Science, 2004.
8. H. L. Huang, W. Q. Guo, and Y. Zhang, "Detection of copy-move forgery in digital images using SIFT algorithm," in IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application, pp. 272-276, 2008.
9. I. Amerini, L. Ballan, R. Caldelli, A. D. Bimbo, and G. Serra, "Geometric tampering estimation by means of a SIFT-based forensic analysis," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 1702-1705, 2010.
10. X. Pan and S. Lyu, "Detecting image region duplication using SIFT features," IEEE Transactions on Information Forensics and Security, vol. 5, no. 4, pp.857-867, 2010.
11. E. Ardizzone, A. Bruno and G. Mazzola, "Detecting Multiple Copies in Tampered Image," in Proceedings of IEEE 17th International Conference on Image Processing, pp. 2117-2120, 2010.
12. Z. C. Lin, J. F. He, X. Tang, and C. K. Tang; "Fast, Automatic and Fine-Grained Tampered JPEG Image Detection via DCT Coefficient Analysis," Pattern Recognition, Vol. 42, Issue 11, pp. 2492-2501, Nov. 2009.
13. H. Bay, A. Ess, T. Tuytelaars, and L. Van Gool, "SURF: Speeded-up robust features," International Journal on Computer Vision and Image Understanding, vol. 110, no. 3, pp. 346-359, 2008.
14. The dataset used for the experiments is freely available to readers at the address [Online]. Available: http://clem.dii.unisi.it/~vipp/index.php/ download/imagerepository/128-iscas2010.