• DocumentCode
    2338786
  • Title

    A new color based method for skin detection using RGB vector space

  • Author

    Aznaveh, Mohsen Mahmoudi ; Mirzaei, Hamidreza ; Roshan, Emitis ; Saraee, Mohamadhosein

  • Author_Institution
    Electr. & Comput. Dept., Isfahan Univ. of Technol., Tehran
  • fYear
    2008
  • fDate
    25-27 May 2008
  • Firstpage
    932
  • Lastpage
    935
  • Abstract
    This paper describes a new method for skin detection based on RGB vector space. Skin color has proven to be a useful cue for pre-process of face detection, localization and tracking. Image content filtering, content aware video compression and image color balancing applications can also benefit from automatic detection of skin in images. Numerous works for skin color segmentation and detection have been reported in the literature in the last few years. In this paper first few pixel based methods are presented and then Vector calculations as an efficient approach for determination of skin area based on implicit mathematical model is proposed. In order to evaluate our method we performed an experimental study. Results obtained are very promising and shows important advantages over other techniques.
  • Keywords
    image colour analysis; image resolution; object detection; vectors; RGB vector space; content aware video compression; image color balancing; image content filtering; skin detection; Cameras; Color; Face detection; Filtering; Image segmentation; Mathematical model; Robustness; Skin; Space technology; Video compression; Color segmentation; RGB vector space; color space; image processing; model selection; skin detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Human System Interactions, 2008 Conference on
  • Conference_Location
    Krakow
  • Print_ISBN
    978-1-4244-1542-7
  • Electronic_ISBN
    978-1-4244-1543-4
  • Type

    conf

  • DOI
    10.1109/HSI.2008.4581568
  • Filename
    4581568