• DocumentCode
    1821420
  • Title

    A Name Recommendation Photo Album Using Probability Neural Network

  • Author

    Chen, Hrong ; Tang, Shiang-En

  • Author_Institution
    Dept. of Comput. Sci. & Inf., Southern Taiwan Univ., Yung-Kang, Taiwan
  • Volume
    1
  • fYear
    2009
  • fDate
    18-20 Aug. 2009
  • Firstpage
    379
  • Lastpage
    382
  • Abstract
    In this paper, we propose a name recommendation mechanism used in the photo albums. We apply a light compensation method to improve the image quality, and then a face detection algorithm is applied to detect the face region in each image. We adopt the modified probabilistic neural network (MPNN) to train the sample faces for each individualpsilas photos. After training, the new adding face photos can be recognized and a name tag is recommended to this face. The experiments show a promising result for an accurate name tag annotation. The proposed method is very appropriate to provide a name recommendation function applied in photo album.
  • Keywords
    face recognition; information filters; information retrieval; learning (artificial intelligence); neural nets; probability; face detection algorithm; face recognition; image quality improvement; light compensation method; name recommendation photo album; name tag annotation; probability neural network training; Computer science; Computer security; Decision theory; Face detection; Face recognition; Humans; Information security; Neural networks; Probability density function; Training data; face recommendation; image retrieval;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Assurance and Security, 2009. IAS '09. Fifth International Conference on
  • Conference_Location
    Xian
  • Print_ISBN
    978-0-7695-3744-3
  • Type

    conf

  • DOI
    10.1109/IAS.2009.358
  • Filename
    5284081