Face Recognition Using Ordinal Features

نویسندگان

  • Shengcai Liao
  • Zhen Lei
  • XiangXin Zhu
  • Zhenan Sun
  • Stan Z. Li
  • Tieniu Tan
چکیده

In this paper, we present an ordinal feature based method for face recognition. Ordinal features are used to represent faces. Hamming distance of many local sub-windows is computed to evaluate differences of two ordinal faces. AdaBoost learning is finally applied to select most effective hamming distance based weak classifiers and build a powerful classifier. Experiments demonstrate good results for face recognition on the FERET database, and the power of learning ordinal features for face recognition.

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تاریخ انتشار 2006