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Volumn 43, Issue 4, 2011, Pages

Vision of the unseen: Current trends and challenges in digital image and video forensics

Author keywords

Forgery and fraud detection; Hidden messages detection; Image and video forensics; Image and video source identification; Legal aspects

Indexed keywords

FRAUD DETECTION; HIDDEN MESSAGES; IMAGE AND VIDEO FORENSICS; LEGAL ASPECTS; VIDEO SOURCES;

EID: 80155180685     PISSN: 03600300     EISSN: 15577341     Source Type: Journal    
DOI: 10.1145/1978802.1978805     Document Type: Article
Times cited : (208)

References (114)
  • 9
    • 0037900670 scopus 로고    scopus 로고
    • Listening in
    • CASS, S. 2003. Listening in. IEEE Spectrum 40, 4, 32-37.
    • (2003) IEEE Spectrum , vol.40 , Issue.4 , pp. 32-37
    • Cass, S.1
  • 10
    • 84925245477 scopus 로고
    • Registration of translated and rotated images using finite fourier transforms
    • CASTRO, E. D. AND MORANDI, C. 1987. Registration of translated and rotated images using finite fourier transforms. IEEE Trans. Patt. Anal. Mach. Intell. 9, 700-703.
    • (1987) IEEE Trans. Patt. Anal. Mach. Intell. , vol.9 , pp. 700-703
    • Castro, E.D.1    Morandi, C.2
  • 15
    • 34147139894 scopus 로고    scopus 로고
    • Blind image steganalysis based on statistical analysis of empirical matrix
    • DOI 10.1109/ICPR.2006.332, 1699719, Proceedings - 18th International Conference on Pattern Recognition, ICPR 2006
    • CHEN, X., WANG, Y., TAN, T., AND GUO, L. 2006. Blind image steganalysis based on statistical analysis of empirical matrix. In Proceedings of the International Conference on Pattern Recognition. IAPR, 1107-1110. (Pubitemid 46553314)
    • (2006) Proceedings - International Conference on Pattern Recognition , vol.3 , pp. 1107-1110
    • Chen, X.1    Wang, Y.2    Tan, T.3    Guo, L.4
  • 16
    • 37849029111 scopus 로고    scopus 로고
    • Automatic source camera identification using the intrinsic lens radial distortion
    • DOI 10.1364/OE.14.011551
    • CHOI, K. S., LAM, E., AND WONG, K. 2006. Automatic source camera identification using the intrinsic lens radial distortion. Optics Express 14, 24, 11551-11565. (Pubitemid 44826839)
    • (2006) Optics Express , vol.14 , Issue.24 , pp. 11551-11565
    • Choi, K.S.1    Lam, E.Y.2    Wong, K.K.Y.3
  • 20
    • 0031634414 scopus 로고    scopus 로고
    • Rendering synthetic objects into real scenes: Bridging traditional and imge-based graphics with global illumination and high dynamic range photograph
    • DEBEVEC, P. 1998. Rendering synthetic objects into real scenes: Bridging traditional and imge-based graphics with global illumination and high dynamic range photograph. In Proceedings of ACM SIGGRAPH. ACM, 189-198.
    • (1998) Proceedings of ACM SIGGRAPH. ACM , pp. 189-198
    • Debevec, P.1
  • 22
    • 49549122403 scopus 로고    scopus 로고
    • Digital single lens reflex camera identification from traces of sensor dust
    • DIRIK, A., SENCAR, H., AND MEMON, N. 2008. Digital single lens reflex camera identification from traces of sensor dust. IEEE Trans. Inf. Foren. and Security 3, 3, 539-552.
    • (2008) IEEE Trans. Inf. Foren. and Security , vol.3 , Issue.3 , pp. 539-552
    • Dirik, A.1    Sencar, H.2    Memon, N.3
  • 25
    • 34250309547 scopus 로고    scopus 로고
    • Digital doctoring: How to tell the real from the fake
    • DOI 10.1111/j.1740-9713.2006.00197.x
    • FARID, H. 2006a. Digital doctoring: How to tell the real from the fake. Significance 3, 4, 162-166. (Pubitemid 44826145)
    • (2006) Significance , vol.3 , Issue.4 , pp. 162-166
    • Farid, H.1
  • 27
    • 85032768213 scopus 로고    scopus 로고
    • Image forgery detection
    • FARID, H. 2009. Image forgery detection. IEEE Signal Process. Mag. 26, 2, 16-25.
    • (2009) IEEE Signal Process. Mag. , vol.26 , Issue.2 , pp. 16-25
    • Farid, H.1
  • 28
    • 84880779239 scopus 로고    scopus 로고
    • April 5th, In Portuguese
    • Folha de São Paulo. April 5th, 2009. http://www1.folha.uol.com.br/ fsp/brasil/fc0504200906.htm (In Portuguese).
    • (2009) Folha de São Paulo.
  • 29
    • 80155162083 scopus 로고    scopus 로고
    • March 10th, In Portuguese, FOLHA DE SÃO PAULO
    • FOLHA DE SÃO PAULO. March 10th, 2008. Para agência dos EUA, Abadía traficou no Brasil. http://www1. folha.uol.com.br/fsp/cotidian/ ff1003200801.htm (In Portuguese).
    • (2008) Para Agência dos EUA, Abadía Traficou no Brasil
  • 31
    • 0035472155 scopus 로고    scopus 로고
    • Detecting LSB steganography in color and gray-scale images
    • DOI 10.1109/93.959097
    • FRIDRICH, J., GOLJAN, M., AND DU, R. 2001. Detecting LSB steganography in color and grayscale images. IEEE Multimed. 8, 22-28. (Pubitemid 33018249)
    • (2001) IEEE Multimedia , vol.8 , Issue.4 , pp. 22-28
    • Fridrich, J.1    Goljan, M.2    Du, R.3
  • 39
    • 42949094707 scopus 로고    scopus 로고
    • Camera identification from scaled and cropped images
    • Forensics, Security, Steganography, and Watermarking of Multimedia Contents. SPIE, OE-1-OE-13
    • GOLJAN, M. AND FRIDRICH, J. 2008. Camera identification from scaled and cropped images. In Proceedings of the SPIE Electronic Imaging, Forensics, Security, Steganography, and Watermarking of Multimedia Contents. SPIE, OE-1-OE-13.
    • (2008) Proceedings of the SPIE Electronic Imaging
    • Goljan, M.1    Fridrich, J.2
  • 40
    • 42949133856 scopus 로고    scopus 로고
    • Camera identification from printed images
    • Forensics, Security, Steganography, and Watermarking of Multimedia Contents. SPIE, OI-1-OI-12
    • GOLJAN, M., FRIDRICH, J., AND LUKAS, J. 2008. Camera identification from printed images. In Proceedings of the SPIE Electronic Imaging, Forensics, Security, Steganography, and Watermarking of Multimedia Contents. SPIE, OI-1-OI-12.
    • (2008) Proceedings of the SPIE Electronic Imaging
    • Goljan, M.1    Fridrich, J.2    Lukas, J.3
  • 44
    • 80155190694 scopus 로고    scopus 로고
    • March 11th
    • HERALD SUN. March 11th, 2008. Hello Kitty was drug lord's messenger. http://www.news.com.au/heraldsun/story/0, 21985, 23354813-5005961, 00.html.
    • (2008) Hello Kitty was Drug Lord's Messenger
  • 45
    • 20544451854 scopus 로고    scopus 로고
    • Patient-specific embryonic stem cells derived from human SCNT blastocysts
    • HWANG, W.-S. ET AL. 2005. Patient-specific embryonic stem cells derived from human SCNT blastocysts. Science 308, 1777-1783.
    • (2005) Science , vol.308 , pp. 1777-1783
    • Hwang, W.-S.1
  • 50
    • 30344488748 scopus 로고    scopus 로고
    • Editorial expression of concern
    • KAVANGH, E. 2006. Editorial expression of concern. Science 311, 36-37.
    • (2006) Science , vol.311 , pp. 36-37
    • Kavangh, E.1
  • 54
    • 0038576933 scopus 로고    scopus 로고
    • Mission impossible?
    • KUMAGAI, J. 2003. Mission impossible? IEEE Spectrum 40, 4, 26-31.
    • (2003) IEEE Spectrum , vol.40 , Issue.4 , pp. 26-31
    • Kumagai, J.1
  • 61
    • 35248846436 scopus 로고    scopus 로고
    • Detecting hidden messages using higher-order statistics and support vector machines
    • Springer
    • LYU, S. AND FARID, H. 2002b. Detecting hidden messages using higher-order statistics and support vector machines. In Proceedings of the International Workshop in Information Hiding. Springer, 340-354.
    • (2002) Proceedings of the International Workshop in Information Hiding , pp. 340-354
    • Lyu, S.1    Farid, H.2
  • 63
    • 13244253845 scopus 로고    scopus 로고
    • How realistic is photorealistic?
    • DOI 10.1109/TSP.2004.839896
    • LYU, S. AND FARID, H. 2005. How realistic is photorealistic? IEEE Trans. Sig. Proc. 53, 2, 845-850. (Pubitemid 40181778)
    • (2005) IEEE Transactions on Signal Processing , vol.53 , Issue.2 , pp. 845-850
    • Lyu, S.1    Farid, H.2
  • 64
    • 33644999904 scopus 로고    scopus 로고
    • Steganalysis using higher-order image statistics
    • LYU, S. AND FARID, H. 2006. Steganalysis using higher-order image statistics. IEEE Trans. Inf. Foren. Sec. 1, 111-119.
    • (2006) IEEE Trans. Inf. Foren. Sec. , vol.1 , pp. 111-119
    • Lyu, S.1    Farid, H.2
  • 66
    • 80155170479 scopus 로고    scopus 로고
    • July 11th
    • MORRIS, E. The New York Times, July 11th, 2008. Photography as a weapon. http://morris.blogs.nytimes.com/2008/08/11/photography-as-a-weapon/index.html.
    • (2008) Photography as a Weapon
    • Morris, E.1
  • 68
    • 0035274536 scopus 로고    scopus 로고
    • Robust voice activity detection using higher-order statistics in the LPC residual domain
    • DOI 10.1109/89.905996, PII S1063667601013244
    • NEMER, E., GOUBRAN, R., AND MAHMOUD, S. 2001. Robust voice activity detection using higher-order statistics in the LPC residual domain. IEEE Trans. Speech Audio Process. 9, 3, 217-231. (Pubitemid 32300847)
    • (2001) IEEE Transactions on Speech and Audio Processing , vol.9 , Issue.3 , pp. 217-231
    • Nemer, E.1    Goubran, R.2    Mahmoud, S.3
  • 70
    • 85032752129 scopus 로고    scopus 로고
    • Identifying and prefiltering images
    • NG, T.-T. AND CHANG, S.-F. 2009. Identifying and prefiltering images. IEEE Signal Process. Mag. 26, 2, 49-58.
    • (2009) IEEE Signal Process. Mag. , vol.26 , Issue.2 , pp. 49-58
    • Ng, T.-T.1    Chang, S.-F.2
  • 72
    • 84883130375 scopus 로고    scopus 로고
    • Physics-motivated features for distinguishing photographic images and computer graphics
    • NG, T.-T., CHANG, S.-F., AND TSUI, M.-P. 2005. Physics-motivated features for distinguishing photographic images and computer graphics. In Proceedings of ACM Multimedia Conference. ACM, 239-248.
    • (2005) Proceedings of ACM Multimedia Conference. ACM , pp. 239-248
    • Ng, T.-T.1    Chang, S.-F.2    Tsui, M.-P.3
  • 75
    • 80155190686 scopus 로고    scopus 로고
    • New York Times, July 10th
    • NIZZA, M. AND WITTY, P. The New York Times, July 10th, 2008. In an Iranian image, a missile too many. http://thelede.blogs.nytimes.com/2008/07/10/ in-an-iranian-image-a-missile-too-many.
    • (2008) An Iranian Image, a Missile Too Many
    • Nizza, M.1    Witty, P.2
  • 76
    • 17844387333 scopus 로고    scopus 로고
    • Image manipulation: CSI: Cell biology
    • PEARSON, H. 2005. Image manipulation: CSI: Cell biology. Nature 434, 952-953.
    • (2005) Nature , vol.434 , pp. 952-953
    • Pearson, H.1
  • 79
    • 27844572456 scopus 로고    scopus 로고
    • Ph. D. dissertation, Department of Computer Science - Dartmouth College. Hanover, NH
    • POPESCU, A. C. 2004. Statistical tools for digital image forensics. Ph. D. dissertation, Department of Computer Science - Dartmouth College. Hanover, NH.
    • (2004) Statistical Tools for Digital Image Forensics
    • Popescu, A.C.1
  • 80
  • 82
    • 13244251141 scopus 로고    scopus 로고
    • Exposing digital forgeries by detecting traces of resampling
    • DOI 10.1109/TSP.2004.839932
    • POPESCU, A. C. AND FARID, H. 2005a. Exposing digital forgeries by detecting traces of re-sampling. IEEE Trans. Sig. Process. 53, 2, 758-767. (Pubitemid 40181769)
    • (2005) IEEE Transactions on Signal Processing , vol.53 , Issue.2 , pp. 758-767
    • Popescu, A.C.1    Farid, H.2
  • 83
    • 27844493797 scopus 로고    scopus 로고
    • Exposing digital forgeries in color filter array interpolated images
    • DOI 10.1109/TSP.2005.855406
    • POPESCU, A. C. AND FARID, H. 2005b. Exposing digital forgeries in color filter array interpolated images. IEEE Trans. Sig. Process. 53, 10, 3948-3959. (Pubitemid 41638246)
    • (2005) IEEE Transactions on Signal Processing , vol.53 , Issue.10 , pp. 3948-3959
    • Popescu, A.C.1    Farid, H.2
  • 84
    • 85084160704 scopus 로고    scopus 로고
    • Defending against statistical steganalysis
    • USENIX
    • PROVOS, N. 2001. Defending against statistical steganalysis. In Proceedings of the USENIX Security Symposium. Vol. 10. USENIX, 24-36.
    • (2001) Proceedings of the USENIX Security Symposium , vol.10 , pp. 24-36
    • Provos, N.1
  • 86
    • 34250776454 scopus 로고    scopus 로고
    • Progressive randomization for steganalysis
    • DOI 10.1109/MMSP.2006.285321, 4064571, 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006
    • ROCHA, A. AND GOLDENSTEIN, S. 2006. Progressive randomization for steganalysis. In Proceedings of the International Workshop on Multimedia and Signal Processing. IEEE, 314-319. (Pubitemid 46948560)
    • (2007) 2006 IEEE 8th Workshop on Multimedia Signal Processing, MMSP 2006 , pp. 314-319
    • Rocha, A.1    Goldenstein, S.2
  • 88
    • 75749083087 scopus 로고    scopus 로고
    • Steganography and steganalysis in digital multimedia: Hype or hallelujah?
    • ROCHA, A. AND GOLDENSTEIN, S. 2008. Steganography and steganalysis in digital multimedia: Hype or hallelujah? J. Theoret. Appl. Comput. 15, 1, 83-110.
    • (2008) J. Theoret. Appl. Comput. , vol.15 , Issue.1 , pp. 83-110
    • Rocha, A.1    Goldenstein, S.2
  • 89
    • 75749116744 scopus 로고    scopus 로고
    • Progressive randomization: Seeing the unseen
    • ROCHA, A. AND GOLDENSTEIN, S. 2010. Progressive randomization: seeing the unseen. Comput. Vis. Image Understand. 114, 3, 349-362.
    • (2010) Comput. Vis. Image Understand. , vol.114 , Issue.3 , pp. 349-362
    • Rocha, A.1    Goldenstein, S.2
  • 92
    • 37349090743 scopus 로고    scopus 로고
    • Changing history: Doctored photographs affect memory for past public events
    • SACCHI, D. L. M., AGNOLI, F., AND LOFTUS, E. F. 2007. Changing history: Doctored photographs affect memory for past public events. Appl. Cogn. Psych. 21, 8, 249-273.
    • (2007) Appl. Cogn. Psych. , vol.21 , Issue.8 , pp. 249-273
    • Sacchi, D.L.M.1    Agnoli, F.2    Loftus, E.F.3
  • 93
    • 49549103391 scopus 로고    scopus 로고
    • World Scientific Press, Mountain View, CA, Chapter Overview of State-of-the-art in Digital Image Forensics
    • SENCAR, T. AND MEMON, N. 2008. Statistical Science and Interdisciplinary Research. World Scientific Press, Mountain View, CA, (Chapter Overview of State-of-the-art in Digital Image Forensics).
    • (2008) Statistical Science and Interdisciplinary Research
    • Sencar, T.1    Memon, N.2
  • 94
    • 0034244751 scopus 로고    scopus 로고
    • Normalized cuts and image segmentation
    • Aug.
    • SHI, J. AND MALIK, J. 2000. Normalized cuts and image segmentation. IEEE Trans. Patt. Anal. Mach. Intell. 22, 8(Aug.), 888-905.
    • (2000) IEEE Trans. Patt. Anal. Mach. Intell. , vol.22 , Issue.8 , pp. 888-905
    • Shi, J.1    Malik, J.2
  • 98
    • 33646021969 scopus 로고    scopus 로고
    • Image completion with structure propagation
    • SUN, J., YUAN, L., JIA, J., AND SHUM, H.-Y. 2005. Image completion with structure propagation. ACM Trans. Graph. 24, 3, 861-868.
    • (2005) ACM Trans. Graph. , vol.24 , Issue.3 , pp. 861-868
    • Sun, J.1    Yuan, L.2    Jia, J.3    Shum, H.-Y.4
  • 104
    • 0023383122 scopus 로고
    • Quadrature mirror filter banks, m-band extensions and perfect-reconstruction techniques
    • VAIDYANATHAN, P. P. 1987. Quadrature mirror filter banks, m-band extensions and perfect reconstruction techniques. IEEE Sig. Process. Mag. 4, 3, 4-20. (Pubitemid 17650867)
    • (1987) IEEE ASSP magazine , vol.4 , Issue.3 , pp. 4-20
    • Vaidyanathan, P.P.1
  • 105
    • 0038576916 scopus 로고    scopus 로고
    • Getting the message
    • WALLICH, P. 2003. Getting the message. IEEE Spectrum 40, 4, 38-40.
    • (2003) IEEE Spectrum , vol.40 , Issue.4 , pp. 38-40
    • Wallich, P.1
  • 106
    • 79960141184 scopus 로고    scopus 로고
    • Ph. D. dissertation. Department of Computer Science, Dartmouth College, Hanover, NH
    • WANG, W. 2009. Digital video forensics. Ph. D. dissertation. Department of Computer Science, Dartmouth College, Hanover, NH.
    • (2009) Digital Video Forensics
    • Wang, W.1
  • 107
    • 34548070244 scopus 로고    scopus 로고
    • Exposing digital forgeries in interlaced and deinterlaced video
    • DOI 10.1109/TIFS.2007.902661
    • WANG, W. AND FARID, H. 2007a. Exposing digital forgeries in interlaced and deinterlaced video. IEEE Trans. Inf. Foren. Sec. 2, 438-449. (Pubitemid 47290578)
    • (2007) IEEE Transactions on Information Forensics and Security , vol.2 , Issue.3 , pp. 438-449
    • Wang, W.1    Farid, H.2
  • 109
    • 33947705694 scopus 로고    scopus 로고
    • On discrimination between photorealistic and photographic images
    • Speech, and Signal Processing. IEEE
    • WANG, Y. AND MOULIN, P. 2006. On discrimination between photorealistic and photographic images. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing. IEEE.
    • (2006) Proceedings of the International Conference on Acoustics
    • Wang, Y.1    Moulin, P.2
  • 110
    • 84937814312 scopus 로고    scopus 로고
    • F5-A Steganographic Algorithm: High Capacity Despite Better Steganalysis
    • Information Hiding
    • WESTFELD, A. 2001. F5-A steganographic algorithm high capacity despite better steganalysis. In Proceedings of the International Workshop in Information Hiding. Vol. 2137. Springer, 289-302. (Pubitemid 33367674)
    • (2001) Lecture Notes in Computer Science , Issue.2137 , pp. 289-302
    • Westfeld, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.