• DocumentCode
    683723
  • Title

    A Novel Method for Identifying Exact Sensor Using Multiplicative Noise Component

  • Author

    Mahdian, Babak ; Saic, Stanislav

  • Author_Institution
    Inst. of Inf. Theor. & Autom., Prague, Czech Republic
  • fYear
    2013
  • fDate
    9-11 Dec. 2013
  • Firstpage
    241
  • Lastpage
    247
  • Abstract
    In this paper, we analyze and analytically describe the multiplicative deterministic noise component of imaging sensors in a novel way. Specifically, we show how to use the multiplicative nature of this component to derive a method enabling its estimation. Since this noise component is unique per sensor, consequently, the derived method is applied on digital image ballistics tasks in order to pinpoint the exact device that created a specific digital photo. Moreover, we enhance the method to be resistent to optical zoom and JPEG compression.
  • Keywords
    digital photography; image coding; image sensors; JPEG compression; digital image ballistics tasks; digital photo; exact sensor identification; imaging sensors; multiplicative deterministic noise component; optical zoom; Cameras; Digital images; Image coding; Image color analysis; Noise; Optical imaging; Transform coding; Image forensics; PRNU; Photo Response Non Uniformity; image ballistics; source camera identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia (ISM), 2013 IEEE International Symposium on
  • Conference_Location
    Anaheim, CA
  • Print_ISBN
    978-0-7695-5140-1
  • Type

    conf

  • DOI
    10.1109/ISM.2013.46
  • Filename
    6746798