Face recognition based on a group decision-making combination approach

Xiao Yuan Jing, Dapeng Zhang, Jing Yu Yang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

12 Citations (Scopus)

Abstract

This paper proposes a novel and real-time classifiers combination approach, group decision-making combination (GDC) approach, which can dynamically select the classifiers and perform linear combination. We also prove that the orthogonal wavelet transform can be regarded as an effective image's preprocessing tool adapted to classifiers combination. GDC has been successfully used for face recognition, which can improve on the recognition rate for the algebraic features. Experiment results also show that it is superior to the conventional combination method, majority voting method.
Original languageEnglish
Pages (from-to)1675-1678
Number of pages4
JournalPattern Recognition
Volume36
Issue number7
DOIs
Publication statusPublished - 1 Jul 2003

Keywords

  • Algebraic feature
  • Face recognition
  • Facial image preprocessing
  • Group decision-making combination (GDC) approach

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence

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