• DocumentCode
    2176450
  • Title

    Blind Identification Method for Authenticity of Infinite Light Source Images

  • Author

    Chen, Haipeng ; Shen, Xuanjing ; Lv, Yingda

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
  • fYear
    2010
  • fDate
    18-22 Aug. 2010
  • Firstpage
    131
  • Lastpage
    135
  • Abstract
    In this paper, a blind identification for authenticity of infinite light source images was proposed. The inconsistency in light source direction resulted from image forgery is used to identify image authenticity. According to the error function of the actual light intensity and calculated light intensity and the constraint function of infinite light source to light beam, Hestenes-Powell multiplier method is used to calculate the light source direction of different objects and their background in infinite light source images. The image authenticity is determined based on the consistency between the light source direction of the object and its background. Experimental results showed that the authenticity of infinite light source images could be identified by the inconsistency in light source direction and the detection rate can reach 83.7%. The performance in terms of detection rate and time complexity of the proposed blind identification is superior to that of the existed method.
  • Keywords
    computational complexity; image recognition; matrix algebra; object detection; security of data; Hestenes-Powell multiplier method; blind identification method; constraint function; detection rate; image forgery; infinite light source image authenticity; light beam; light intensity; time complexity; Algorithm design and analysis; Computer science; Light sources; Lighting; MATLAB; Pixel; Reflectivity; Hestenes-Powell multiplier method; image authenticity; light source direction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontier of Computer Science and Technology (FCST), 2010 Fifth International Conference on
  • Conference_Location
    Changchun, Jilin Province
  • Print_ISBN
    978-1-4244-7779-1
  • Type

    conf

  • DOI
    10.1109/FCST.2010.90
  • Filename
    5577301