Preprocessing Method of Sensor Pattern Noise in Camera Source Detection of Photo Images

GUO Hao-long; ZHANG Rong; GUO Li-jun; JIANG Bao-chuan

doi:10.3788/gzxb20174606.0610003

[1] LUK J, FRIDRICH J, GOLJAN M. Determining digital image origin using sensor imperfections［C］. SPIE, 2005, 5685: 249-260.

[2] LUK J, FRIDRICH J, GOLJAN M. Digital camera identification from sensor pattern noise［J］. IEEE Transactions on Information Forensics and Security, 2006, 1(2): 205–214.

[3] GOLJAN M, FRIDRICH J. Camera identification from cropped and scaled images［C］. Electronic Imaging International Society for Optics and Photonics, 2008: 0-12.

[4] CHEN M, FRIDRICH J, GOLJAN M, et al. Determining image origin and integrity using sensor noise［J］. IEEE Transactions on Information Forensics and Security, 2008, 3(1): 74-90.

[5] GOLJAN M, Fridrich J. Sensor-fingerprint based identification of images corrected for lens distortion［C］. IS&T/SPIE Electronic Imaging. International Society for Optics and Photonics, 2012, 8303: 265-298.

[6] GOLJAN M, FRIDRICH J. Sensor fingerprint digests for fast camera identification from geometrically distorted images［C］. IS&T/SPIE Electronic Imaging. International Society for Optics and Photonics, 2013, 8665(4): 25-34.

[7] GOLJAN M, FRIDRICH J, FILLER T. Large scale test of sensor fingerprint camera identification［C］. SPIE, 2009, 7254: 72540I-72540I-12

[8] HU Yong-jian, YU Bing-hua, JIAN Chao. Source camera identification using large components of sensor pattern noise［C］. International Conference on Computer Science and ITS Applications IEEE Xplore, 2009: 1-5.

[9] LI C T. Source camera identification using enhanced sensor pattern noise［J］. IEEE Transactions on Information Forensics and Security, 2010, 5(2): 280-287.

[10] KANG Xian-gui, LI Yin-xiang, HUANG Ji-wu, et al. Enhancing source camera identification performance with a camera reference phase sensor pattern noise［J］. IEEE Transactions on Information Forensics and Security, 2012, 7(2): 393-402.

[11] CUI Xia-rong, SU Guang-da. Detecting spurious area of digital image based on noise correlation［J］. Acta Photonica Sinica, 2008, 37(10): 2108-2113.

[12] CHIERCHIA G, PARRILLI S, POGGI G, et al. On the influence of denoising in PRNU based forgery detection［C］. In Processing 2nd ACM Workshop Multimedia Forensics, 2010: 117-122.

[13] LI C T, LI Yue. Color-decoupled photo response non-uniformity for digital image forensics［J］. IEEE Transactions on Circuits and Systems for Video Technology, 2012, 22(2): 260-271.

[14] WU Guang-dong, KANG Xiang-gui. A context adaptive predictor of sensor pattern noise for camera source identification［C］. In Processing 19th IEEE International Conference on Image Processing, 2012: 237-240.

[15] LIN Xu-feng, LI C T. Preprocessing reference sensor pattern noise via spectrum equalization［J］. IEEE Transactions on Information Forensics and Security, 2016, 11(1): 126-140.

[16] KANG Xiang-gui, CHEN Jie, LIN K, et al. A context-adaptive SPN predictor for trustworthy source camera identification［J］. EURASIP Journal on Image and Video Processing, 2014, 2014(1):1-11.

[17] HE Kai-ming, SUN Jian, TANG Xiao-ou. Guided image filtering［J］. IEEE Transactions on Software Engineering, 2013, 35(6):1397-1409.