• DocumentCode
    698074
  • Title

    Passive forensic method for detecting duplicated regions affected by reflection, rotation and scaling

  • Author

    Bravo-Solorio, Sergio ; Nandi, Asoke K.

  • Author_Institution
    Dept. of Electr. Eng. & Electron., Univ. of Liverpool, Liverpool, UK
  • fYear
    2009
  • fDate
    24-28 Aug. 2009
  • Firstpage
    824
  • Lastpage
    828
  • Abstract
    Most of the existing forensic methods aimed at detecting duplicated regions in images are sensitive to geometrical changes in the replicated areas. Consequently, a simple reflection/rotation of the copied region could be used to not only suit the scene of the image, but also hinder its proper detection. In this paper, we propose a novel forensic method to detect duplicated regions, even when the copied portion have experienced reflection, rotation or scaling. To achieve this, overlapping blocks of pixels are re-sampled into log-polar coordinates, and then summed along the angle axis, to obtain a one-dimensional descriptor invariant to reflection and rotation. Moreover, scaling in rectangular coordinates results in a simple translation of the descriptor. This approach allows us to perform an efficient search of similar blocks, by means of the correlation coefficient of its Fourier magnitudes. Results are presented to demonstrate the effectiveness of the proposed method.
  • Keywords
    Fourier analysis; image classification; image enhancement; image reconstruction; object detection; Fourier magnitudes; duplicated regions detection; image detection; log-polar coordinates; passive forensic method; Abstracts; Forensics; Forgery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2009 17th European
  • Conference_Location
    Glasgow
  • Print_ISBN
    978-161-7388-76-7
  • Type

    conf

  • Filename
    7077648