• DocumentCode
    506693
  • Title

    An efficient approach to still image copy detection based on SVD and block partition for digital forensics

  • Author

    Kang, XiaoBing ; Wei, ShengMin

  • Author_Institution
    Key Lab. of Contemporary Design & Integrated Manuf. Technol., Northwestern Polytech. Univ., Xi´´an, China
  • Volume
    3
  • fYear
    2009
  • fDate
    20-22 Nov. 2009
  • Firstpage
    457
  • Lastpage
    461
  • Abstract
    As an important component of passive media forensics (PMF), content-based copy detection (CBCD) is appropriate for identifying piracy of digital content and preventing falsified evidence. In this paper, we propose a novel and efficient CBCD scheme for identifying different altered versions of original images. We employ singular value decomposition (SVD) and block partition to improve the robustness and discriminability of image content identification. To examine the validity of proposed copy detection algorithm, 32 attacks including geometric transformation, signal processing and image manipulation, are applied to copyrighted images to generate large virtual altered images. Experimental results demonstrate the efficacy of the proposed copy detection scheme in withstanding various attacks.
  • Keywords
    computer forensics; copy protection; copyright; image processing; singular value decomposition; SVD; block partition; content-based copy detection; copy detection algorithm; copyrighted images; digital content; digital forensics; falsified evidence; geometric transformation; image content identification; image manipulation; passive media forensics; piracy identification; signal processing; singular value decomposition; still image copy detection; virtual altered images; Detection algorithms; Digital forensics; Educational technology; Image processing; Internet; Laboratories; Protection; Signal processing; Singular value decomposition; Watermarking; content-based copy detection; copyright protection; digital image forensics; digital rights management; singular value decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-4754-1
  • Electronic_ISBN
    978-1-4244-4738-1
  • Type

    conf

  • DOI
    10.1109/ICICISYS.2009.5358149
  • Filename
    5358149