• DocumentCode
    3295029
  • Title

    Authenticating Image Metadata Elements Using Geolocation Information and Sun Direction Estimation

  • Author

    Kakar, Pravin ; Sudha, N.

  • Author_Institution
    Inst. for Media Innovation, Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2012
  • fDate
    9-13 July 2012
  • Firstpage
    236
  • Lastpage
    241
  • Abstract
    Image metadata provides useful information for applications such as image retrieval, content description and geolocation. However, it is relatively easy to tamper with this data using metadata manipulation tools. In this paper, we address the issue of authenticating the time of capture of an image based on its geolocation information. By utilizing a novel two-stage shadow detection process, we are able to estimate the azimuthal direction of the sun in an image and compare it against a calculated theoretical value to establish the authenticity of the time of capture. Results are provided which show that our technique is able to estimate the sun azimuth, and thereby the time of capture, with good accuracy. Additional results pertaining to date verification and camera direction estimation are also provided.
  • Keywords
    geography; image retrieval; message authentication; meta data; visual databases; azimuthal direction; camera direction estimation; content description; date verification; geolocation; geolocation information; image authentication; image metadata elements; image retrieval; metadata manipulation tools; novel two-stage shadow detection process; sun azimuth; sun direction estimation; Azimuth; Cameras; Geology; Global Positioning System; Image segmentation; Reliability; Sun; EXIF data; Image forensics; Time of capture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo (ICME), 2012 IEEE International Conference on
  • Conference_Location
    Melbourne, VIC
  • ISSN
    1945-7871
  • Print_ISBN
    978-1-4673-1659-0
  • Type

    conf

  • DOI
    10.1109/ICME.2012.82
  • Filename
    6298404