• DocumentCode
    3179909
  • Title

    Video Surveillance: Legally Blind?

  • Author

    Kovesi, Peter

  • Author_Institution
    Sch. of Comput. Sci. & Software Eng., Univ. of Western Australia, Crawley, WA, Australia
  • fYear
    2009
  • fDate
    1-3 Dec. 2009
  • Firstpage
    204
  • Lastpage
    211
  • Abstract
    This paper shows that most surveillance cameras fall well short of providing sufficient image quality, in both spatial resolution and colour reproduction, for the reliable identification of faces. In addition, the low resolution of surveillance images means that when compression is applied the MPEG/JPEG DCT block size can be such that the spatial frequencies most important for face recognition are corrupted. Making things even worse, the compression process heavily quantizes colour information disrupting the use of pigmentation information to recognize faces. Indeed, the term ´security camera´ is probably misplaced. Many surveillance cameras are legally blind, or nearly so.
  • Keywords
    data compression; face recognition; image colour analysis; image resolution; video cameras; video coding; video surveillance; JPEG; MPEG; colour reproduction; compression process; face identification; face recognition; image quality; spatial resolution; surveillance camera; video surveillance; Cameras; Discrete cosine transforms; Face recognition; Frequency; Image coding; Image quality; Image resolution; Spatial resolution; Transform coding; Video surveillance; CCTV; compression; face recognition; image quality; spatial resolution; surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Image Computing: Techniques and Applications, 2009. DICTA '09.
  • Conference_Location
    Melbourne, VIC
  • Print_ISBN
    978-1-4244-5297-2
  • Electronic_ISBN
    978-0-7695-3866-2
  • Type

    conf

  • DOI
    10.1109/DICTA.2009.41
  • Filename
    5384986