• DocumentCode
    2164584
  • Title

    Improved DCT coefficient analysis for forgery localization in JPEG images

  • Author

    Bianchi, Tiziano ; De Rosa, Alessia ; Piva, Alessandro

  • Author_Institution
    Dip. di Elettron. e Telecomun., Univ. di Firenze, Firenze, Italy
  • fYear
    2011
  • fDate
    22-27 May 2011
  • Firstpage
    2444
  • Lastpage
    2447
  • Abstract
    In this paper, we propose a statistical test to discriminate between original and forged regions in JPEG images, under the hypothesis that the former are doubly compressed while the latter are singly compressed. New probability models for the DCT coefficients of singly and doubly compressed regions are proposed, together with a reliable method for estimating the primary quantization factor in the case of double compression. Based on such models, the probability for each DCT block to be forged is derived. Experimental results demonstrate a better discriminating behavior with respect to previously proposed methods.
  • Keywords
    discrete cosine transforms; image coding; statistical analysis; DCT coefficient analysis improvement; JPEG images; doubly compressed regions; forgery localization; primary quantization factor; probability models; singly compressed regions; statistical test; Discrete cosine transforms; Forensics; Forgery; Histograms; Image coding; Quantization; Transform coding; Bayesian inference; JPEG artifacts; forgery localization; multimedia forensics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
  • Conference_Location
    Prague
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4577-0538-0
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2011.5946978
  • Filename
    5946978