期刊文献+

下采样对数字图像伪造检测的影响分析 被引量:3

Influence Analysis of Down-sampling on Digital Images Forgery Detection
下载PDF
导出
摘要 在数字图像伪造检测中,取证过程容易导致伪造痕迹丢失,造成图像内容鉴别困难。为此,研究数字图像伪造检测方法的可靠性。给出图像复制-移动伪造检测流程,分析下采样处理对图像伪造检测的影响。理论分析与实验结果表明,在一定情况下,下采样处理会移除数字图像的伪造痕迹,影响检测结果。 In view of image content authentication problem caused by some forensic operations disturbing forgery traces, this paper investigates the reliability of digital image forgery detection methods. It addresses the use of down-sampling process in image forgery detection, and in-depthly analyzes the influence of sub-sampling process on image copy-move forgery detection. Theoretical analysis and experimental results demonstrate that sub-sampling operation may remove the telltale traces of image copy-move forgery and influence the detection results.
出处 《计算机工程》 CAS CSCD 2012年第16期215-218,共4页 Computer Engineering
基金 国家自然科学基金资助项目(61073092) 西安市科技计划基金资助项目(CXY1129-4)
关键词 复制-移动伪造 图像取证 下采样 多尺度分析 伪造痕迹 copy-move forgery image forensics down -sampling multi-scale analysis forgery trace
  • 相关文献

参考文献15

  • 1Ng T T, Chang S F, Lin C Y, et al. Passive-blind Image Foren- sics[M]//Zeng Wenjun, Yu H, Lin C Y. Multimedia Security Tech- nologies for Digital Rights. Burlington, USA: Academic Press, 2006: 383-412.
  • 2Farid H. A Survey of Image Forgery Detection[J]. IEEE Signal Processing Magazine, 2009, 26(2): 16-25.
  • 3Fridrich J, Soukal D, Lukas J. Detection of Copy Move Forgery in Digital Images[C]//Proceedings of DFRWS'03. Cleveland, USA: [s. n.], 2003.
  • 4Abdou Y. Analysis and Comparison of Various Image Down- sampling and Upsampling Methods[C]//Proceedings of DCC'98. Snowbird, USA: [s. n.], 1998.
  • 5Yang Qingchu, Huang Chunglin. Copy-move Forgery Detection in Digital lmage[C]//Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing. Bangkok, Thailand: [s. n.], 2009.
  • 6王俊文,刘光杰,张湛,戴跃伟,王执铨.图像区域复制篡改快速鲁棒取证[J].自动化学报,2009,35(12):1488-1495. 被引量:22
  • 7Liu Guangjie, Wang Junwen, Lian Shiguo, et al. A Passive Image Authentication Scheme for Detecting Region-duplication Forgery with Rotation[J]. Journal of Network and Computer Applications, 2011, 34(5): 1557-1565.
  • 8Khan S, Kulkarni A. Robust Method for Detection of Copy-move Forgery in Digital Images[C]//Proceedings of 2010 International Conference on Signal and Image Processing. Hawaii, USA: [s. n.], 2010.
  • 9王俊文,刘光杰,戴跃伟,王执铨.一种检测图像Copy-Move篡改鲁棒算法[J].模式识别与人工智能,2009,22(4):630-634. 被引量:5
  • 10Khan S, Kulkarni A. Reduced Time Complexity for Detection of Copy-move Forgery Using Discrete Wavelet Transform[J]. International Journal of Computer Applications, 2010, 6(7): 31-36.

二级参考文献23

  • 1王波,孙璐璐,孔祥维,尤新刚.图像伪造中模糊操作的异常色调率取证技术[J].电子学报,2006,34(B12):2451-2454. 被引量:39
  • 2朱秀明 宣国荣 姚秋明 等.基于EM算法的数字取证中图像重采样检测.哈尔滨工业大学学报,2006,38:868-871.
  • 3Luo Weiqi, Qu Zhenhua, Pan Feng, et al. A Survey of Passive Technology for Digital Image Forensics. Frontiers of Computer Science in China, 2007, 1(2) : 166 -179.
  • 4Swaminathan A, Mao Yinian, Wu Min. Robust and Secure Image Hashing. IEEE Trans on Information Forensics and Security, 2006, 1(2) : 215 -230.
  • 5Popescu A C, Farid H. Exposing Digital Forgeries by Detecting Duplicated Image Regions. Technical Report, TR2004-515, Hanover, USA : Dartmouth College. Department of Computer Science, 2004.
  • 6Fridrich J, Soukal D, Lukas J. Detection of Copy-Move Forgery in Digital Images [ EB/OL ]. [ 2003- 08- 06 ]. http://www. ws. binghamton, edu/fridrich/Research/copymove.pdf.
  • 7Hu M K. Visual Pattern Recognition by Moment Invariants. IRE Trans on Information Theory, 1962, 8(2) : 179 - 187.
  • 8Swaminathan A, Mao Y N, Wu M. Robust and secure image hashing. IEEE Transactions on Information Forensics and Security, 2006, 1(2): 215-230.
  • 9Popescu A C, Farid H. Exposing Digital Forgeries by Detecting Duplicated Image Regions, Technical Report TR 2004-515, Dartmouth College, USA, 2004.
  • 10Popescu A C, Farid H. Exposing digital forgeries in color filter array interpolated images. IEEE Transactions on Signal Processing, 2005, 53(10): 3948-3959.

共引文献25

同被引文献29

  • 1FRIDRICH J, SOUKAL D, LUKAS J. Detection of copy-move for- gery in digital images[ C]// Proceedings of Digital Forensic Research Workshop. Washington, DC: IEEE Computer Society, 2003: 55- 61.
  • 2SHIVAKUMAR B L, SANTHOSH S. Detecting copy-move forgery in digital images: a survey and analysis of current methods[J]. Global Journal of Computer Science and Technology, 2010, 10(7) : 61 - 65.
  • 3POPESCU A C, FARID H. Exposing digital forgeries by detecting duplicated image regions, TR2004-515[ R]. Hanover, NH, USA: Dartmouth College, 2004.
  • 4LI G H, WU Q, TU D, et al. A sorted neighborhood approach for detecting duplicated regions in image forgeries based on DWT and SVD [ C]// Proceedings of 2007 IEEE International Conference on Multimedia and Expo. Washington, DC: IEEE Computer Society, 2007:1750 - 1753.
  • 5LIU GUANGJIE, WANG JUNWEN, LIAN SHIGUO. A passive im- age authentication scheme for detecting region-duplication forgery with rotation [ J]. Journal of Network and Computer Applications, 2011, 34(5) : 1557 - 1565.
  • 6KULIN C D, HINES D C. The phase correlation image alignment method [ C]//Proceedings of IEEE International Conference on Cy- bernetics and Society. New York: IEEE Press, 1975:163 - 165.
  • 7GUIZAR-SICAIROS M, THURMAN S T, FIENUP J R. Efficient subpixel image registration algorithms [ J]. Optics Letters, 2008, 33 (2) : 156 - 158.
  • 8Yu GJ, Lu CS, Liao HY. Mean quantization blind watermarking for image authentication. IEEE International Conference on Image Processing. Vanc-ouver BC, Canada.2000. 706-709.
  • 9Fridrich AJ, Soukal BD, Mukluks AJ. Detection of Copy-Move forgery in digital images. Proc. of Digital Forensic Research Workshop. 2003. 5-8.
  • 10Popescu AC, Farid H. Exposing digital forgeries by detecting duplicated image region [Technical Report]. 2004-515.Hanover, Department of Computer Science, Dartmouth College. USA. 2004.

引证文献3

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部