Comparison of Racial Effect in Face Identification Systems based on Eigenface and GaborJet

• Tanaka Kenichi

  Hosei University

• Machida Kazuyuki

  Hosei University

• Matsuura Shingo

  Hosei University

• Akamatsu Shigeru

  Hosei University

抄録

We investigated whether two major classical schemes for image representation in face recognition, i.e. Eigenface and GaborJet, show different racial effects in terms of verification error on alien subjects. Results indicate that, contrary to general understanding, Eigenface may outperform GaborJet when faces could be either Japanese or non-Japanese.

収録刊行物

• SICE Annual Conference Program and Abstracts

  SICE Annual Conference Program and Abstracts 2004 (0), 120-120, 2004

  公益社団法人 計測自動制御学会

キーワード

• Face Recognition
• Biometrics
• Other-race Effect

詳細情報

• CRID: 1390282680561763200
• NII論文ID: 130005440974
• DOI: 10.11499/sicep.2004.0_120_5
• 本文言語コード: en
• データソース種別:
  • JaLC
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可