• DocumentCode
    253022
  • Title

    Comparative analysis of Haar and Skin color method for face detection

  • Author

    Anchit, Anisha ; Mathur, S.

  • Author_Institution
    Dept. of Inf. Technol., Poornima Inst. of Inf. & Technol., Jaipur, India
  • fYear
    2014
  • fDate
    9-11 May 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Face detection is the fundamental part of any face processing system. It is growing as an active research area in field of image processing. Various methods like feature based, skin color and appearance based model are proposed. But because of dynamicity of human face, speed and accuracy become the issue point. The aim of this paper is to have comparative analysis Haar Classifier and Skin color detection method for face detection. Using Viola Jones for haar detection rate for facial feature like nose, eye and mouth is calculated. The efficiency achieved by Haar for face is 89.42% while that in skin color model is 84.61%. This paper also emphasize on some applications of face detection.
  • Keywords
    Haar transforms; face recognition; image colour analysis; Haar classifier; Haar color method; Viola Jones; comparative analysis; face detection; face processing system; image processing; skin color detection method; skin color method; skin color model; Accuracy; Algorithm design and analysis; Computers; Face detection; Mouth; Nose; Face Detection; Haar; skin color detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Advances and Innovations in Engineering (ICRAIE), 2014
  • Conference_Location
    Jaipur
  • Print_ISBN
    978-1-4799-4041-7
  • Type

    conf

  • DOI
    10.1109/ICRAIE.2014.6909143
  • Filename
    6909143