Managing a large database of camera fingerprints

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7541, Issue , 2010, Pages

  Goljan, Miroslav ^a   Fridrich, Jessica ^a   Filler, Tomáš ^a  

^a State University of New York   (United States)

Author keywords

Camera identification; Fast search; Image database; Image forensics; Sensor fingerprint

Indexed keywords

CROSS CORRELATIONS; FAST ALGORITHMS; FAST SEARCH; FAST SEARCHING ALGORITHMS; FORENSIC ANALYST; IMAGE DATABASE; IMAGE NOISE; INHOMOGENEITIES; LARGE DATABASE; MEGA-PIXEL; PIXEL DIMENSION; PROCESSING TIME; SPARSE DATA STRUCTURES;

CAMERAS; DATA STRUCTURES; DATABASE SYSTEMS; PIXELS; SEMICONDUCTING SILICON COMPOUNDS; SILICON WAFERS; VECTOR QUANTIZATION;

SENSORS;

EID: 77951776275     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.838378     Document Type: Conference Paper

References (10)

1. Fridrich, J.: "Digital Image Forensic Using Sensor Noise," IEEE Signal Processing Magazine, vol.26(2), pp. 26-37, 2009.
2. Lukáš J., Fridrich J., and Goljan M.: "Digital Camera Identification from Sensor Pattern Noise," IEEE Transactions on Information Forensics and Security, vol.1(2), pp. 205-214, June 2006. (Pubitemid 43824631)
3. Chen, M., Fridrich, J., Goljan, M., and Lukáš, J.: "Determining Image Origin and Integrity Using Sensor Noise," IEEE Transactions on Information Security and Forensics, vol.1(1), pp. 74-90, March 2008. (Pubitemid 351270074)
4. Chen, M., Fridrich, J., and Goljan, M.: "Source Digital Camcorder Identification Using Sensor Photo-Response Non-Uniformity," Proc. SPIE Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents IX, vol.6505, San Jose, CA, January 28 - February 1, pp. 1G-1H, 2007.
5. Goljan, M. and Fridrich, J.: "Camera Identification from Cropped and Scaled Images," Proc. SPIE Electronic Imaging, Forensics, Security, Steganography, and Watermarking of Multimedia Contents X, vol.6819, San Jose, CA, January 28-30, pp. 0E-0F, 2008.
6. Spearman's rank correlation coefficient. http://en.wikipedia.org/wiki/ Spearman's-rank-correlation-coefficient.
7. Goljan, M., Fridrich, J., and Filler, T.: "Large Scale Test of Sensor Fingerprint Camera Identification," Proc. SPIE Electronic Imaging, Media Forensics and Security XI, vol.7254, San Jose, CA, January 17-21, pp. 0I-0J, 2009.
8. Spy Blog, May 9, 2009. http://p10.hostingprod.com/@spyblog.org.uk/blog/ 2009/05/
9. Goljan, M.: "Digital Camera Identification from Images - Estimating False Acceptance Probability," Digital Watermarking, 7th International Workshop, IWDW 2008, Busan, Korea, LNCS, vol.5450, Springer Berlin / Heidelberg, pp. 454-468, 2009.
10. Fridrich, J. and Goljan, M.: "Derivation of ROCs for Composite Fingerprints and Sequential Trimming," Technical Report, Binghamton University, January 2010. http://www.ws.binghamton.edu/fridrich/Research/rocs. pdf.