Color-decoupled photo response non-uniformity for digital image forensics

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 22, Issue 2, 2012, Pages 260-271

  Li, Chang Tsun ^a   Li, Yue ^b  

^a UNIVERSITY OF WARWICK   (United Kingdom)

^b NANKAI UNIVERSITY   (China)

Author keywords

Color filter array; demosaicing; image authentication; image forensics; photo response non uniformity noise (PRNU); source device identification

Indexed keywords

COLOR FILTER ARRAYS; DEMOSAICING; IMAGE AUTHENTICATION; IMAGE FORENSICS; PHOTO RESPONSE NON-UNIFORMITY;

AUTHENTICATION; COLOR IMAGE PROCESSING; INTERPOLATION;

COLOR;

EID: 84863351586     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2011.2160750     Document Type: Article

References (38)

1. Y. Yang, X. Sun, H. Yang, C.-T. Li, and R. Xiao, "A contrast-sensitive reversible visible image watermarking technique," IEEE Trans. Circuits Syst. Video Technol., vol. 19, no. 5, pp. 656-667, May 2009.
2. X. Zhao, A. T. S. Ho, and Y. Q. Shi, "Image forensics using generalized Benford's law for improving image authentication detection rates in semi-fragile watermarking," Int. J. Digital Crime Forensics, vol. 2, no. 2, pp. 1-20, Apr.-Jun. 2010.
3. S. Chen and H. Leung, "Chaotic watermarking for video authentication in surveillance applications," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 5, pp. 704-709, May 2008. (Pubitemid 351634395)
4. Y. Zhao, P. Campisi, and D. Kundur, "Dual domain watermarking for authentication and compression of cultural heritage images," IEEE Trans. Image Process., vol. 13, no. 3, pp. 430-448, Mar. 2004.
5. D. P. Mukherjee, S. Maitra, and S. T. Acton, "Spatial domain digital watermarking of multimedia objects for buyer authentication," IEEE Trans. Multimedia, vol. 6, no. 1, pp. 1-15, Feb. 2004.
6. F. Bao, R. H. Deng, B. C. Ooi, and Y. Yang, "Tailored reversible watermarking schemes for authentication of electronic clinical atlas," IEEE Trans. Inform. Technol. Biomed., vol. 9, no. 4, pp. 554-563, Dec. 2005. (Pubitemid 43009862)
7. M. U. Celik, G. Sharma, and A. M. Tekalp, "Lossless watermarking for image authentication: A new framework and an implementation," IEEE Trans. Image Process., vol. 15, no. 4, pp. 1042-1049, Apr. 2006.
8. A. E. Dirik, H. T. Sencar, and N. Memon, "Digital single lens reflex camera identification from traces of sensor dust," IEEE Trans. Inform. Forensics Security, vol. 3, no. 3, pp. 539-552, Sep. 2008.
9. C.-T Li, "Source camera identification using enhanced sensor pattern noise," IEEE Trans. Inform. Forensics Security, vol. 5, no. 2, pp. 280-287, Jun. 2010.
10. H. Cao and A. C. Kot, "Accurate detection of demosaicing regularity for digital image forensics," IEEE Trans. Inform. Forensics Security, vol. 4, no. 4, pp. 899-910, Dec. 2009.
11. M. Chen, J. Fridrich, M. Goljan, and J. Lukas, "Determining image origin and integrity using sensor noise," IEEE Trans. Inform. Security Forensics, vol. 3, no. 1, pp. 74-90, Mar. 2008. (Pubitemid 351270074)
12. A. C. Popescu and H. Farid, "Exposing digital forgeries in color filter array interpolated images," IEEE Trans. Signal Process., vol. 53, no. 10, pp. 3948-3959, Oct. 2005. (Pubitemid 41638246)
13. M. J. Sorell, "Conditions for effective detection and identification of primary quantization of re-quantized JPEG images," Int. J. Digital Crime Forensics, vol. 1, no. 2, pp. 13-27, Apr.-Jun. 2009.
14. J. Lukas, J. Fridrich, and M. Goljan, "Digital camera identification from sensor noise," IEEE Trans. Inform. Security Forensics, vol. 1, no. 2, pp. 205-214, Jun. 2006. (Pubitemid 43824631)
15. J. Fridrich, "Digital image forensics," IEEE Signal Process. Mag., vol. 26, no. 2, pp. 26-37, Mar. 2009.
16. A. Swaminathan, M. Wu, and K. J. R. Liu, "Non-intrusive component forensics of visual sensors using output images," IEEE Trans. Inform. Forensics Security, vol. 2, no. 1, pp. 91-106, Mar. 2007.
17. O. Celiktutan, B. Sankur, and I. Avcibas, "Blind identification of cellphone model," IEEE Trans. Inform. Forensics Security, vol. 3, no. 3, pp. 553-566, Sep. 2008.
18. R. Caldelli, I. Amerini, F. Picchioni, A. De Rosa, and F. Uccheddu, "Multimedia forensic techniques for acquisition device identification and digital image authentication," in Handbook of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions, C.-T. Li, Ed. Hershey, PA: Information Science Reference (IGI Global), Nov. 2009.
19. N. Khanna, A. K. Mikkilineni, and E. J. Delp, "Scanner identification using feature-based processing and analysis," IEEE Trans. Inform. Forensics Security, vol. 4, no. 1, pp. 123-139, Mar. 2009.
20. H. R. Chennamma and L. Rangarajan, "Source camera identification based on sensor readout noise," Int. J. Digital Crime Forensics, vol. 2, no. 3, pp. 28-42, Jul.-Sep. 2010.
21. Y. F. Hsu and S. F. Chang, "Image splicing detection using camera response function consistency and automatic segmentation," in Proc. IEEE Int. Conf. Multimedia Expo, Jul. 2007, pp. 28-31.
22. A. C. Popescu and H. Farid, "Exposing digital forgeries by detecting traces of resampling," IEEE Trans. Signal Process., vol. 53, no. 2, pp. 758-767, Feb. 2005. (Pubitemid 40181769)
23. M. J. Sorell, "Digital camera source identification through JPEG quantization," in Multimedia Forensics and Security, C.-T. Li, Ed. Hershey, PA: Information Science Reference (IGI Global), 2008.
24. S. Choi, E. Y. Lam, and K. K. Y. Wong, "Source camera identification using footprints from lens aberration," Proc. SPIE, vol. 6069, pp. 172-179, Jan. 2006.
25. V. T. Lanh, S. Emmanuel, and M. S. Kankanhalli, "Identifying source cell phone using chromatic aberration," in Proc. IEEE Conf. Multimedia Expo, Jul. 2007, pp. 883-886.
26. G. Xu, S. Gao, Y. Q. Shi, W. Su, and R. Hu, "Camera-model identification using Markovian transition probability matrix," in Proc. Int. Workshop Digital Watermarking, Aug. 2009, pp. 294-307.
27. P. Sutthiwan, J. Ye, and Y. Q. Shi, "An enhanced statistical approach to identifying photorealistic images," in Proc. Int. Workshop Digital Watermarking, Aug. 2009, pp. 323-335.
28. R. Caldelli, I. Amerini, and F. Picchioni, "A DFT-based analysis to discern between camera and scanned images," Int. J. Digital Crime Forensics, vol. 2, no. 1, pp. 21-29, Jan.-Mar. 2010.
29. J. R. Janesick, Scientific Charge-Coupled Devices, vol. PM83. Bellingham, WA: SPIE, 2001.
30. K. Nakamura, Image Sensors and Signal Processing for Digital Still Cameras. Boca Raton, FL: Taylor and Francis, 2006.
31. X. Li, B. Gunturk, and L. Zhang, "Image demosaicing: A systematic survey," Proc. SPIE, vol. 6822, pp. 68221J-1-68221J-15, Jan. 2008.
32. B. K. Gunturk, J. Glotzbach, Y. Altunbasak, R. W. Schafer, and R. M. Mersereau, "Demosaicking: Color filter array interpolation," IEEE Signal Process. Mag., vol. 22, no. 1, pp. 44-54, Jan. 2005. (Pubitemid 40319547)
33. R. Ramanath, W. E. Snyder, G. L. Bilbro, and W. A. Sander, III, "Demosaicking methods for Bayer color arrays," J. Electron. Imaging, vol. 11, no. 3, pp. 306-315, Jul. 2002. (Pubitemid 34916848)
34. M. Goesele, W. Heidrich, and H.-P. Seidel, "Entropy based dark frame subtraction," in Proc. Image Process. Image Quality Image Capture Syst. Conf., 2001, pp. 293-298.
35. J. Adams, "Interaction between color plane interpolation and other image processing functions in electronic photography," Proc. SPIE, vol. 2416, pp. 144-151, Feb. 1995.
36. J. F. Hamilton, Jr. and J. E. Adams, "Adaptive color plane interpolation in single-sensor color electronic camera," U.S. Patent 5 629 734, Jul. 29, 1997.
37. M. Sorell, "Unexpected artifacts in a digital photograph," Int. J. Digital Crime Forensics, vol. 1, no. 1, pp. 45-48, 2009.
38. S. Bayram, H. T. Sencar, N. Memon, and I. Avcibas, "Source camera identification based on CFA interpolation," in Proc. IEEE Int. Conf. Image Process., Sep. 2005, pp. III-69-III-72.