• DocumentCode
    1709656
  • Title

    Face Detection Based on Fractal and Complexion Model in the Complex Background

  • Author

    Zhu, Zhiliang ; Gao, Jiangning ; Yu, Hai

  • Author_Institution
    Software Coll., Northeastern Univ., Shenyang, China
  • fYear
    2010
  • Firstpage
    491
  • Lastpage
    495
  • Abstract
    In this paper, a new face detection algorithm based on fractal theory and complexion model is proposed. On the basis of the traditional face detection, the new algorithm estimated the fractal dimension of face area to exclude the non-face area and extract the face area fast and accurately. Furthermore, its calculation is simple and it can realize multi-angle detection in the complex background. As well as the new algorithm can overcome the shortcomings of high misdetection and low capability in adapting to changes of traditional way. Simulations are carried out with detailed analyses, which demonstrating the superior accuracy and high efficiency of our algorithm.
  • Keywords
    face recognition; feature extraction; fractals; object detection; complex background; complexion model; face area extraction; face detection; fractal dimension; fractal theory; multiangle detection; Algorithm design and analysis; Computational modeling; Face; Face detection; Fractals; Humans; Pixel; box dimension; complexion model; face detection; face dimension; fractal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Chaos-Fractals Theories and Applications (IWCFTA), 2010 International Workshop on
  • Conference_Location
    Kunming, Yunnan
  • Print_ISBN
    978-1-4244-8815-5
  • Type

    conf

  • DOI
    10.1109/IWCFTA.2010.108
  • Filename
    5671260