• DocumentCode
    2115650
  • Title

    Reconstruction of Human Face for Different Age Based on the Log-gabor Wavelet

  • Author

    Zhang, Jian-Ming ; Fan, Li-Jing ; Zhan, Yong-Zhao ; Sheng, Ping

  • Author_Institution
    Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang
  • Volume
    2
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    354
  • Lastpage
    357
  • Abstract
    A new method is proposed for reconstruction of different age human face based on the face shape and age texture. First, average face shapes are obtained by punctuating on different age faces, and the faces are warped by radial basis function to the average shapes. Second, by decomposing and selecting the elderly face images using the log-Gabor wavelet, we can get age texture, then add it to the warped face. Finally, we can reconstruct the target age of human face by judging the age of human face through the age estimation function, adjusting age texture parameter that can control wrinkle´s changes. Experimental results show that the method can reconstruct different age for human faces which are more sincerity.
  • Keywords
    face recognition; image reconstruction; image texture; wavelet transforms; age estimation function; face texture; human face reconstruction; log-Gabor wavelet; age estimation; age texture; different age; face shape; reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering, 2008. ISISE '08. International Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-2727-4
  • Type

    conf

  • DOI
    10.1109/ISISE.2008.147
  • Filename
    4732410