Exposing digital forgeries in complex lighting environments

IEEE Transactions on Information Forensics and Security

Volumn 2, Issue 3, 2007, Pages 450-461

  Johnson, Micah K ^a,b   Farid, Hany ^a,b  

^a IEEE

^b Dartmouth Department of Computer Science_Dartmouth College   (United States)

Author keywords

Digital forensics; Digital tampering

Indexed keywords

IMAGE PROCESSING; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; PARAMETER ESTIMATION;

COMPLEX LIGHTING ENVIRONMENTS; DIGITAL FORENSICS; DIGITAL IMAGING TECHNOLOGY; DIGITAL TAMPERING; SOPHISTICATION;

PATTERN RECOGNITION;

EID: 34548056428     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2007.903848     Document Type: Article

References (22)

1. J. Fridrich, D. Soukal, and J. Lukáŝ, "Detection of copy-move forgery in digital images," presented at the Digital Forensic Research Workshop, Cleveland, OH, Aug. 2003.
2. A. Popescu and H. Farid, "Exposing digital forgeries by detecting duplicated image regions," Dept. Comput. Sci., Dartmouth College, Tech. Rep. TR2004-515, 2004.
3. T.-T. Ng and S.-F. Chang, "A model for image splicing," presented at the IEEE Int. Conf. Image Processing, Singapore, Oct. 2004.
4. A. Popescu and H. Farid, "Exposing digital forgeries by detecting traces of re-sampling," IEEE Trans. Signal Process., vol. 53, no. 2, pp. 758-767, Feb. 2005.
5. İ. Avcibaş, S. Bayram, N. Memon, B. Sankur, and M. Ramkumar, "A classifier design, for detecting image manipulations," in Proc. Int. Conf. Image Processing, 2004, vol. 4, pp. 2645-2648.
6. J. Lukáš, J. Fridrich, and M. Goljan, "Detecting digital image forgeries using sensor pattern noise," in Proc. SPIE, 2006, vol. 6072.
7. M. K. Johnson and H. Farid, "Exposing digital forgeries through chromatic aberration," in ACM Multimedia and Security Workshop, Geneva, Switzerland, 2006.
8. M. K. Johnson and H. Farid, "Metric measurements on a plane from a single image," Dept. Comput. Sci., Dartmouth College, Tech. Rep. TR2006-579, 2006.
9. M. K. Johnson and H. Farid, "Exposing digital forgeries by detecting inconsistencies in lighting," presented at the ACM Multimedia and Security Workshop, New York, 2005.
10. M. K. Johnson and H. Farid, "Exposing digital forgeries through specular highlights on the eye," presented at the 9th Int. Workshop on Information Hiding, Saint Malo, France, 2007.
11. R. Ramamoorthi and P. Hanrahan, "On the relationship between radiance and irradiance: Determining the illumination from images of a convex lambertian object," J. Opt. Soc. Amer: A, vol. 18, pp. 2448-2559, 2001.
12. R. Basri and D. W. Jacobs, "Lambertian reflectance and linear subspaces," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 2, pp. 218-233, Feb. 2003.
13. P. Debevec and J. Malik, "Recovering high dynamic range radiance maps from photographs," in Proc. 24th Annu. Conf. Computer Graphics and Interactive Techniques, 1997, pp. 369-378.
14. P. Nillius and J.-O. Eklundh, "Automatic estimation of the projected light source direction," presented at the IEEE Comput. Soc. Conf. Computer Vision and Pattern Recognition, Kauai, HI, 2001.
15. R. O. Dror, A. S. Willsky, and E. H. Adelson, "Statistical characterization of real-world illumination," J. Vis., vol. 4, no. 9, pp. 821-837, 2004.
16. G. H. Golub, P. C. Hansen, and D. P. O'Leary, "Tikhonov regularization and total least squares," SIAM J. Matrix Anal. App., vol. 21, no. 1, pp. 185-194, 1999.
17. M. Pharr and G. Humphreys, Physically Based Rendering: From Theory to Implementation. San Mateo, CA: Morgan Kaufmann, 2004.
18. P. Debevec, "Rendering synthetic objects into real scenes: Bridging traditional and image-based graphics with global illumination and high, dynamic range photography," in Proc. 25th Annu. Conf. Computer Graphics and Interactive Techniques., 1998, pp. 189-198.
19. [Online]. Available: http://www.flickr.com.
20. R. Ramamoorthi and P. Hanrahan, "An efficient representation for irradiance environment maps," in Proc. 28th Annu. Conf. Computer Graphics and Interactive Techniques., 2001, pp. 497-500.
21. L. N. Trefethen and D. Bau, III, Numerical Linear Algebra. Philadelphia, PA: SIAM, 1997.
22. [Online]. Available: http://www.worth.1000.com.