Source camera identification by JPEG compression statistics for image forensics

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn , Issue , 2006, Pages

  Choi, Kai San ^a   Lam, Edmund Y ^a   Wong, Kenneth K Y ^a  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CAMERAS; IDENTIFICATION (CONTROL SYSTEMS); PATTERN RECOGNITION; STATISTICAL METHODS;

JPEG COMPRESSION; SOURCE CAMERA;

IMAGE COMPRESSION;

EID: 34547582679     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2006.343943     Document Type: Conference Paper

References (13)

1. J. Lukáš, J. Fridrich, and M. Goljan, "Determining digital image origin using sensor imperfections," in Image and Video Communications and Processing, ser. Proc. SPIE, vol. 5685, 2005, pp. 16-20.
2. J. Adams, K. Parulski, and K. Spaulding, "Color processing in digital cameras," IEEE Micro, vol. 18, no. 6, pp. 20-30, 1998.
3. M. Kharrazi, H. T. Senear, and N. Memon, "Blind source camera identification," in International Conference on Image Processing, 2004, pp. 709-712.
4. I. Avcibas, N. Memon, and B. Sankur, "Steganalysis using image quality metrics," IEEE Transactions on Image Processing, vol. 12, no. 2, pp. 221-229, 2003.
5. K. S. Choi, E. Y. Lam, and K. K. Y. Wong, "Source camera identification using footprints from lens aberration," in Digital Photography II, ser. Proc. SPIE, vol. 6069, 2006, pp. 155-162.
6. _, "Feature selection in source camera identification," in IEEE International Conference on Systems, Man and Cybernetics, 2006.
7. M. Mancuso and S. Battiato, "An introduction to the digital still camera technology," ST Journal of System Research -Special Issue on Image Processing for Digital Still Camera, vol. 2, no. 2, 2001.
8. V. Ratnakar and M. Livny, "An efficient algorithm for optimizing DCT quantization," IEEE Transactions on Image Processing, vol. 9, no. 2, pp. 267-270, 2000.
9. G. K. Wallace, "The JPEG still picture compression standard," ser. Communications of the ACM, vol. 34, no. 4, 1991, pp. 30-44.
10. J.-Y. Lee and H. W. Park, "A rate control algorithm for DCT-based video coding using simple rate estimation and linear source model," IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, no. 9, pp. 1077-1085, 2005.
11. J. Fridrich, M. Goljanb, and R. Dub, "Steganalysis based on JPEG compatibility," in Multimedia Systems and Applications IV, ser. Proc. SPIE, vol. 4518, 2001, pp. 275-280.
12. C.-C. Chang and C.-J. Lin, LIBSVM: a Library for Support Vector Machines. Software available at http://www.csie.ntu.edu.tw/~ccjlin/libsvm, 2001.
13. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification. New York: Wiley, 2001.