Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis
The quick advance in image/video editing techniques has enabled people to synthesize realistic images/videos conveniently. Some legal issues may arise when a tampered image cannot be distinguished from a real one by visual examination. In this paper, we focus on JPEG images and propose detecting tam...
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| Vydané v: | Pattern recognition Ročník 42; číslo 11; s. 2492 - 2501 |
|---|---|
| Hlavní autori: | , , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Kidlington
Elsevier Ltd
01.11.2009
Elsevier |
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| ISSN: | 0031-3203, 1873-5142 |
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| Abstract | The quick advance in image/video editing techniques has enabled people to synthesize realistic images/videos conveniently. Some legal issues may arise when a tampered image cannot be distinguished from a real one by visual examination. In this paper, we focus on JPEG images and propose detecting tampered images by examining the double quantization effect hidden among the discrete cosine transform (DCT) coefficients. To our knowledge, our approach is the only one to date that can automatically locate the tampered region, while it has several additional advantages: fine-grained detection at the scale of
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DCT blocks, insensitivity to different kinds of forgery methods (such as alpha matting and inpainting, in addition to simple image cut/paste), the ability to work without fully decompressing the JPEG images, and the fast speed. Experimental results on JPEG images are promising. |
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| AbstractList | The quick advance in image/video editing techniques has enabled people to synthesize realistic images/videos conveniently. Some legal issues may arise when a tampered image cannot be distinguished from a real one by visual examination. In this paper, we focus on JPEG images and propose detecting tampered images by examining the double quantization effect hidden among the discrete cosine transform (DCT) coefficients. To our knowledge, our approach is the only one to date that can automatically locate the tampered region, while it has several additional advantages: fine-grained detection at the scale of
8
×
8
DCT blocks, insensitivity to different kinds of forgery methods (such as alpha matting and inpainting, in addition to simple image cut/paste), the ability to work without fully decompressing the JPEG images, and the fast speed. Experimental results on JPEG images are promising. |
| Author | Lin, Zhouchen Tang, Xiaoou He, Junfeng Tang, Chi-Keung |
| Author_xml | – sequence: 1 givenname: Zhouchen surname: Lin fullname: Lin, Zhouchen email: zhoulin@microsoft.com organization: Microsoft Research, Asia, Zhichun Road #49, Haidian District, Beijing 100190, PR China – sequence: 2 givenname: Junfeng surname: He fullname: He, Junfeng email: hejf@ust.hk organization: The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, PR China – sequence: 3 givenname: Xiaoou surname: Tang fullname: Tang, Xiaoou email: xitang@microsoft.com organization: Microsoft Research, Asia, Zhichun Road #49, Haidian District, Beijing 100190, PR China – sequence: 4 givenname: Chi-Keung surname: Tang fullname: Tang, Chi-Keung email: cktang@cse.ust.hk organization: The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, PR China |
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| Cites_doi | 10.1109/ICME.2007.4284574 10.1109/TSP.2004.839932 10.1145/566570.566572 10.1145/1015706.1015721 10.1145/1015706.1015719 10.1109/83.951529 10.1117/12.640109 10.1109/ICME.2006.262447 10.1109/ICME.2007.4284578 10.1145/882262.882264 10.1145/882262.882269 10.1145/1073170.1073171 10.1145/344779.344972 10.1145/1161366.1161376 10.1145/1073204.1073274 10.1109/TSP.2005.855406 |
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| Keywords | Tampered image detection JPEG Double quantization Pattern analysis DCT coefficient Image processing Video technique Image compression Realistic images Image coding Signal quantization Signal processing Image sensor Discrete cosine transforms Signal detection JPE |
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| References | Lin, Wang, Tang, Shum (bib25) 2005 V. Kwatra, et al., Graphcut textures: image and video synthesis using graph cuts, in: ACM Siggraph, 2003, pp. 277–286. S. Ye, Q. Sun, E.-C. Chang, Detecting digital image forgeries by measuring inconsistencies of blocking artifact, Int’l Conf. Multimedia and Expo (ICME 2007), Beijing, China. M. Johnson, H. Farid, Exposing digital forgeries by detecting inconsistencies in lighting, in: ACM Multimedia and Security Workshop, New York, NY, 2005. Y.-Y. Chuang, et al., Video matting of complex scenes, in: ACM Siggraph, 2002, pp. 243–248. Ng, Chang, Lin, Sun (bib10) 2006 C. Amsberry, Alterations of photos raise host of legal, ethical issues, The Wall Street Journal, January 26, 1989, Section B, p. 1. A.C. Popescu, H. Farid, Exposing digital forgeries by detecting duplicated image regions, Technical Report, TR2004-515, Dartmouth College, Computer Science, 2004. Popescu, Farid (bib13) 2004 Craver (bib9) 2001 T.-T. Ng, S.-F. Chang, Q. Sun, Blind detection of photomontage using higher order statistics, in: IEEE International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, pp. 688–691. P. Pérez, M. Gangnet, A. Blake, Poisson image editing, in: ACM Siggraph, 2003, pp. 313–318. J. Lukas, J. Fridrich, M. Goljan, Detecting digital image forgeries using sensor pattern noise, SPIE Electronic Imaging, Photonics West, January 2006. M. Bertalmio, G. Sapiro, V. Caselles, C. Ballester, Image inpainting, in: ACM Siggraph, 2000, pp. 417–424. M.K. Johnson, H. Farid, Exposing digital forgeries through chromatic aberration, in: ACM Multimedia and Security Workshop, Geneva, Switzerland, 2006. Popescu, Farid (bib15) 2005; 52 Lukas, Fridrich (bib27) 2003 J. He, Z. Lin, L. Wang, X. Tang, Detecting doctored JPEG images via DCT coefficient analysis, in: Proceedings of the 9th European Conference on Computer Vision, Lecture Notes in Computer Sciences, vol. 3953, Springer, Berlin, 2006, pp. 423–435. Farid (bib17) 2001; 10 S.-J. Lee, S.-H. Jung, A survey of watermarking techniques applied to multimedia, in: Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE2001), vol. 1, pp. 272–277. J. Sun, L. Yuan, J. Jia, H.-Y. Shum, Image completion with structure propagation, in: ACM Siggraph, 2005, pp. 861–868. Y.-F. Hsu, S.-F. Chang, Detecting image splicing using geometry invariants and camera characteristics consistency, in: International Conference on Multimedia and Expo (ICME 2006), Toronto, Canada. Y.-F. Hsu, S.-F. Chang, Image splicing detection using camera response function consistency and automatic segmentation, in: International Conference on Multimedia and Expo (ICME 2007), Beijing, China. Tekalp (bib28) 1995 T.V. Lanh, K.-S. Chong, S. Emmanuel, M. Kankanhalli, A survey on image forensic methods, in: International Conference on Multimedia and Expo (ICME 2007), Beijing, China. J. Sun, et al., Poisson matting, in: ACM Siggraph, 2004, pp. 315–321. Popescu, Farid (bib14) 2005; 53 Y. Li, et al., Lazy snapping, in: ACM Siggraph, 2004, pp. 303–308. Popescu (10.1016/j.patcog.2009.03.019_bib13) 2004 10.1016/j.patcog.2009.03.019_bib19 10.1016/j.patcog.2009.03.019_bib18 Tekalp (10.1016/j.patcog.2009.03.019_bib28) 1995 Lin (10.1016/j.patcog.2009.03.019_bib25) 2005 10.1016/j.patcog.2009.03.019_bib26 10.1016/j.patcog.2009.03.019_bib24 Popescu (10.1016/j.patcog.2009.03.019_bib14) 2005; 53 10.1016/j.patcog.2009.03.019_bib22 10.1016/j.patcog.2009.03.019_bib23 10.1016/j.patcog.2009.03.019_bib20 10.1016/j.patcog.2009.03.019_bib21 Ng (10.1016/j.patcog.2009.03.019_bib10) 2006 Popescu (10.1016/j.patcog.2009.03.019_bib15) 2005; 52 Lukas (10.1016/j.patcog.2009.03.019_bib27) 2003 Craver (10.1016/j.patcog.2009.03.019_bib9) 2001 10.1016/j.patcog.2009.03.019_bib7 10.1016/j.patcog.2009.03.019_bib6 10.1016/j.patcog.2009.03.019_bib8 10.1016/j.patcog.2009.03.019_bib3 10.1016/j.patcog.2009.03.019_bib2 10.1016/j.patcog.2009.03.019_bib5 Farid (10.1016/j.patcog.2009.03.019_bib17) 2001; 10 10.1016/j.patcog.2009.03.019_bib4 10.1016/j.patcog.2009.03.019_bib16 10.1016/j.patcog.2009.03.019_bib1 10.1016/j.patcog.2009.03.019_bib11 10.1016/j.patcog.2009.03.019_bib12 |
| References_xml | – reference: V. Kwatra, et al., Graphcut textures: image and video synthesis using graph cuts, in: ACM Siggraph, 2003, pp. 277–286. – year: 2001 ident: bib9 article-title: Reading between the lines: lessons from the SDMI challenge publication-title: Proceedings of the 10th USENIX Security Symposium – reference: T.V. Lanh, K.-S. Chong, S. Emmanuel, M. Kankanhalli, A survey on image forensic methods, in: International Conference on Multimedia and Expo (ICME 2007), Beijing, China. – reference: J. Sun, L. Yuan, J. Jia, H.-Y. Shum, Image completion with structure propagation, in: ACM Siggraph, 2005, pp. 861–868. – reference: M. Johnson, H. 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Jung, A survey of watermarking techniques applied to multimedia, in: Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE2001), vol. 1, pp. 272–277. – reference: T.-T. Ng, S.-F. Chang, Q. Sun, Blind detection of photomontage using higher order statistics, in: IEEE International Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, pp. 688–691. – start-page: 1087 year: 2005 end-page: 1092 ident: bib25 article-title: Detecting doctored images using camera response normality and consistency publication-title: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition – reference: Y.-Y. 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Tang, Detecting doctored JPEG images via DCT coefficient analysis, in: Proceedings of the 9th European Conference on Computer Vision, Lecture Notes in Computer Sciences, vol. 3953, Springer, Berlin, 2006, pp. 423–435. – reference: J. Lukas, J. Fridrich, M. Goljan, Detecting digital image forgeries using sensor pattern noise, SPIE Electronic Imaging, Photonics West, January 2006. – reference: P. Pérez, M. Gangnet, A. Blake, Poisson image editing, in: ACM Siggraph, 2003, pp. 313–318. – volume: 52 start-page: 758 year: 2005 end-page: 767 ident: bib15 article-title: Exposing digital forgeries by detecting traces of re-sampling publication-title: IEEE Transactions on Signal Processing – reference: Y. Li, et al., Lazy snapping, in: ACM Siggraph, 2004, pp. 303–308. – volume: 10 start-page: 1428 year: 2001 end-page: 1433 ident: bib17 article-title: Blind inverse gamma correction publication-title: IEEE Transactions on Image Processing – reference: Y.-F. Hsu, S.-F. Chang, Detecting image splicing using geometry invariants and camera characteristics consistency, in: International Conference on Multimedia and Expo (ICME 2006), Toronto, Canada. – reference: M. Bertalmio, G. Sapiro, V. Caselles, C. Ballester, Image inpainting, in: ACM Siggraph, 2000, pp. 417–424. – year: 2006 ident: bib10 article-title: Passive-blind image forensics publication-title: Multimedia Security Technologies for Digital Rights – reference: S. Ye, Q. Sun, E.-C. Chang, Detecting digital image forgeries by measuring inconsistencies of blocking artifact, Int’l Conf. Multimedia and Expo (ICME 2007), Beijing, China. – ident: 10.1016/j.patcog.2009.03.019_bib23 doi: 10.1109/ICME.2007.4284574 – volume: 52 start-page: 758 issue: 2 year: 2005 ident: 10.1016/j.patcog.2009.03.019_bib15 article-title: Exposing digital forgeries by detecting traces of re-sampling publication-title: IEEE Transactions on Signal Processing doi: 10.1109/TSP.2004.839932 – ident: 10.1016/j.patcog.2009.03.019_bib3 doi: 10.1145/566570.566572 – ident: 10.1016/j.patcog.2009.03.019_bib8 – ident: 10.1016/j.patcog.2009.03.019_bib20 – ident: 10.1016/j.patcog.2009.03.019_bib5 doi: 10.1145/1015706.1015721 – ident: 10.1016/j.patcog.2009.03.019_bib7 doi: 10.1145/1015706.1015719 – year: 2003 ident: 10.1016/j.patcog.2009.03.019_bib27 article-title: Estimation of primary quantization matrix in double compressed JPEG images – year: 2004 ident: 10.1016/j.patcog.2009.03.019_bib13 article-title: Statistical tools for digital forensics – ident: 10.1016/j.patcog.2009.03.019_bib18 – year: 2006 ident: 10.1016/j.patcog.2009.03.019_bib10 article-title: Passive-blind image forensics – volume: 10 start-page: 1428 issue: 10 year: 2001 ident: 10.1016/j.patcog.2009.03.019_bib17 article-title: Blind inverse gamma correction publication-title: IEEE Transactions on Image Processing doi: 10.1109/83.951529 – ident: 10.1016/j.patcog.2009.03.019_bib16 doi: 10.1117/12.640109 – ident: 10.1016/j.patcog.2009.03.019_bib21 doi: 10.1109/ICME.2006.262447 – ident: 10.1016/j.patcog.2009.03.019_bib11 – ident: 10.1016/j.patcog.2009.03.019_bib22 doi: 10.1109/ICME.2007.4284578 – ident: 10.1016/j.patcog.2009.03.019_bib2 doi: 10.1145/882262.882264 – start-page: 1087 year: 2005 ident: 10.1016/j.patcog.2009.03.019_bib25 article-title: Detecting doctored images using camera response normality and consistency – ident: 10.1016/j.patcog.2009.03.019_bib26 – ident: 10.1016/j.patcog.2009.03.019_bib4 doi: 10.1145/882262.882269 – year: 2001 ident: 10.1016/j.patcog.2009.03.019_bib9 article-title: Reading between the lines: lessons from the SDMI challenge – ident: 10.1016/j.patcog.2009.03.019_bib24 – ident: 10.1016/j.patcog.2009.03.019_bib12 doi: 10.1145/1073170.1073171 – year: 1995 ident: 10.1016/j.patcog.2009.03.019_bib28 – ident: 10.1016/j.patcog.2009.03.019_bib1 doi: 10.1145/344779.344972 – ident: 10.1016/j.patcog.2009.03.019_bib19 doi: 10.1145/1161366.1161376 – ident: 10.1016/j.patcog.2009.03.019_bib6 doi: 10.1145/1073204.1073274 – volume: 53 start-page: 3948 issue: 10 year: 2005 ident: 10.1016/j.patcog.2009.03.019_bib14 article-title: Exposing digital forgeries in color filter array interpolated images publication-title: IEEE Transactions on Signal Processing doi: 10.1109/TSP.2005.855406 |
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| SubjectTerms | Applied sciences DCT coefficient Detection, estimation, filtering, equalization, prediction Double quantization Exact sciences and technology Image processing Information, signal and communications theory JPEG Pattern analysis Pattern recognition Sampling, quantization Signal and communications theory Signal processing Signal, noise Tampered image detection Telecommunications and information theory |
| Title | Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis |
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