• DocumentCode
    3223078
  • Title

    Face location with a extended set of LBP

  • Author

    Jiang Si-Yang ; Xie Mei ; Wei Yun-Long

  • Author_Institution
    Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • fYear
    2011
  • fDate
    27-29 May 2011
  • Firstpage
    325
  • Lastpage
    328
  • Abstract
    Due to improve the rate of accuracy of face detection when illuminating condition, face position, face expression was changeable, proposed LTP (local ternary patterns) features of image which is a generalization of the local binary patterns (LBP) and its local texture descriptor is more discriminate and less sensitive to noise. Because LTP feature is very robust to illustration change and rotation of face, it could be used to solve the low rate of recognition that Haar-like method detects face under un-normal conditions. It experimented on a large of image under difficult conditions, the results show that this method is more efficient and robust than LBP, and when illumination is changeable and there is a lot of noise the results of method are more effective and utility than Haar-like feature.
  • Keywords
    Haar transforms; face recognition; pattern recognition; Haar-like method; LBP; LTP; face detection; face expression; face location; illuminating condition; local binary pattern; local ternary pattern; local texture descriptor; Color; Databases; adaboost; face location; local binary patterns (LBP); local ternary patterns (LTP);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-61284-485-5
  • Type

    conf

  • DOI
    10.1109/ICCSN.2011.6013840
  • Filename
    6013840