Transfer Between Pose and Illumination Training in Face Recognition

Chang Hong Liu, Md Al Amin Bhuiyan, James Ward, Jie Sui

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

The relationship between pose and illumination learning in face recognition was examined in a yes-no recognition paradigm. The authors assessed whether pose training can transfer to a new illumination or vice versa. Results show that an extensive level of pose training through a face-name association task was able to generalize to a new illumination (Experiments 1 and 3), but an equal level of illumination training failed to generalize to a new pose (Experiment 2). The transfer of pose training was likely to depend on a relatively extensive level of training because the same faces with reduced level of exposure (Experiment 4) were unable to reproduce the transfer effect. The findings suggest that generalization of pose training may be extended to different types of image variation, whereas generalization of illumination training may be confined within the trained type of variation.

Original languageEnglish
Pages (from-to)939-947
Number of pages9
JournalJournal of Experimental Psychology: Human Perception and Performance
Volume35
Issue number4
DOIs
Publication statusPublished - Aug 2009

Keywords

  • face recognition
  • illumination
  • pose
  • transfer of training

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology
  • Behavioral Neuroscience

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