• DocumentCode
    535434
  • Title

    Research on face detection based on combination of Haar and skin colors features

  • Author

    Fayu Wang ; Baokun Qi ; Yong Xing ; Baoan Lu

  • Author_Institution
    Key Lab. of Comput. Vision & Syst., Tianjin Univ. of Technol., Tianjin, China
  • Volume
    6
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    2634
  • Lastpage
    2638
  • Abstract
    Face detection and recognition is a hot research subject in the fields of image processing, pattern recognition and computer vision, which emphasize on the enhancement of the precision of detection in as short a time as possible. This paper expounds on how to detect human faces accurately from complex pictures by means of the technology of judgement based on the combination of the feature of Haar and the features of skin colors, and depicts in detail the principles and methods of detection. By the combination of the two methods, we can draw on each other´s strength and promote the performance of the algorithm. It has been justified by experiments that this algorithm can produce better detection result, and, for other machinery vision application systems, it is of high value to make use of it as reference.
  • Keywords
    face recognition; feature extraction; image colour analysis; image enhancement; Haar color features; computer vision; detection enhancement; face detection; image processing; judgement technology; machinery vision; pattern recognition; skin color features; Face; Face detection; Feature extraction; Humans; Image color analysis; Pixel; Skin; Face Detection; Haar feature; Skin Color; image process;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5648047
  • Filename
    5648047