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重采样图像的盲检测技术 被引量：2

Survey of digital forensics technology for image resampling detection
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摘要 数字图像取证技术是一门不依赖任何图像先验知识而对图像来源和内容真实性进行认证的新兴技术。重采样检测是数字图像取证的一个重要分支,已成为当前的研究热点。详细分析对比了两类图像重采样盲检测算法:基于期望值最大化的重采样检测和基于差分周期特性的重采样检测,并对当前应用和后续研究进行相关论述。 Digital forensics is an emerging technology of image source identifications and tampering detections,which is without any prior knowledge of the detected images.Resampling detection is one of the most important issues in digital forensics technology and has become a research hotspot in recent years.Currently,the proposed algorithms of resampling detection can be classified into two kinds.One is the Expectation/Maximization（EM） algorithm based method.The other is derivative periodicity based method.In this paper,a full discussion is made to both kinds,and has a prospect of future research directions.
作者 姚恒 魏为民 唐振军
机构地区 上海大学通信与信息工程学院
出处 《计算机工程与应用》 CSCD 北大核心 2010年第30期166-168,187,共4页 Computer Engineering and Applications
基金 上海大学研究生创新基金(No.shucx080148)
关键词 数字取证 图像插值 篡改检测 被动认证 digital forensics； image interpolation； tampering identification； passive authentication；
分类号 TP391.6 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献12

  • 1Popescu A C, Farid H.Statistical tools for digital forensics[C]// 6th International Workshop on Information Hiding,Toronto,Canada, 2004.
  • 2Popescu A C, Farid H.Exposing digital forgeries by detecting traces of re-sampling[J].IEEE Transactions on Signal Processing, 2005,53 (2) :758-767.
  • 3朱秀明,宣国荣,姚秋明,童学锋,施云庆.信息取证中图像重采样检测[J].计算机应用,2006,26(11):2596-2597. 被引量：7
  • 4Kirchner M.On the detectability of local resampling in digital images[C]//Proc of SPIE-IS&T Electronic Imaging,2008.
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二级参考文献4

  • 1POPESCU AC. TR2005-531, Statistical TooIs for Digital Image Forensics[ R]. Dartmouth Cortege, Hanover, NH, 2004.
  • 2BILMES JA. TR-97-021, A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models[ R]. Department of EE & CS, U. C. Berkeley, 1998.
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共引文献6

同被引文献22

  • 1骆伟祺,黄继武,丘国平.鲁棒的区域复制图像篡改检测技术[J].计算机学报,2007,30(11):1998-2007. 被引量：65
  • 2FARID H. Image forgery detection[J].{H}IEEE Signal Processing Magazine,2009,(02):16-25.
  • 3POPESCU A C,FARID H. Exposing digital forgeries by detecting traces of resampling[J].{H}IEEE Transactions on Signal Processing,2005,(02):758-767.doi:10.1109/TSP.2004.839932.
  • 4KIRCHNER M. Fast and reliable resampling detection by spectral analysis of fixed linear predictor residue[A].{H}New York:ACM Press,2008.11-20.
  • 5GALLAGHER A C. Detection of linear and cubic interpolation in JPEG compressed images[A].Piscataway,NJ:IEEE Press,2005.65-72.
  • 6WEI W M,WANG S Z,TANG Z J. Estimation of rescaling factor and detection of image splicing[A].Piscataway,NJ:IEEE Press,2008.676-679.
  • 7MAHDIAN B,SAIC S. On periodic properties of interpolation and their application to image authentication[A].Piscataway,NJ:IEEE Press,2007.439-446.
  • 8WEI W M,WANG S Z,ZHANG X P. Estimation of image rotation angle using interpolation related spectral signatures with application to blind detection of image forgery[J].IEEE Transactions on Information Forensics and Security,2010,(03):507-517.
  • 9ZUO J X,PAN S J,LIU B Y. Tampering detection for composite images based on re-sampling and JPEG compression[A].Piscataway,NJ:IEEE Press,2011.169-173.
  • 10KIRCHNER M,GLOE T. On resampling detection in re-compressed images[A].Piscataway,NJ:IEEE Press,2009.21-25.

引证文献2

二级引证文献11

计算机工程与应用
2010年 第30期

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