Face Recognition under Ageing Effect: A Comparative Analysis

  • Zahid Akhtar
  • Ajita Rattani
  • Abdenour Hadid
  • Massimo Tistarelli
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8157)

Abstract

Previous studies indicate that performance of the face recognition system severely degrades under the ageing effect. Despite the rising attention to facial ageing, there exist no comparative evaluation of the existing systems under the impact of ageing. Moreover, the compound effect of ageing and other variate such as glasses, gender etc, that are known to influence the performance, remain overlooked till date. To this aim, the contribution of this work are as follows: 1) evaluation of six baseline facial representations, based on local features, under the ageing effect, and 2) analysis of the compound effect of ageing with other variates, i.e., race, gender, glasses, facial hair etc.

Keywords

Biometrics covariate analysis facial ageing facial features 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Zahid Akhtar
    • 1
  • Ajita Rattani
    • 2
  • Abdenour Hadid
    • 3
  • Massimo Tistarelli
    • 4
  1. 1.Bahcesehir UniversityIstanbulTurkey
  2. 2.Michigan State UniversityEast LansingU.S.A.
  3. 3.University of OuluOuluFinland
  4. 4.University of SassariSassariItaly

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