• DocumentCode
    3193576
  • Title

    Skin detection with illumination adaptation in single image

  • Author

    Geng, Jie ; Miao, Zhenjiang ; Zhong, Cencen

  • Author_Institution
    Institute of Information Science, Beijing Jiaotong University, 100044, China
  • fYear
    2011
  • fDate
    11-15 July 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a novel method of skin detection in single image with illumination adaption. In this method, both the input image and the skin model will be updated dynamically using skin color region projection and skin model fusion respectively. These two steps are based on the illumination model which is derived from the clustering of the training material. Histogram model is used as the basic detection method. The experimental result shows the proposed method improved the performance obviously.
  • Keywords
    color region projection; illumination adaptation; illumination model; skin detection; skin model fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo (ICME), 2011 IEEE International Conference on
  • Conference_Location
    Barcelona, Spain
  • ISSN
    1945-7871
  • Print_ISBN
    978-1-61284-348-3
  • Electronic_ISBN
    1945-7871
  • Type

    conf

  • DOI
    10.1109/ICME.2011.6011868
  • Filename
    6011868