Recognition color face images using complex eigenfaces

J. Yang, Dapeng Zhang, Y. Xu, J.Y. Yang

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

A strategy of color image based human face representation is first proposed. Then, based on this representation, complex Eigenfaces technique is developed for facial feature extraction. Finally, we test our idea using the AR face database. The experimental result demonstrates that the proposed color image based complex Eigenfaces method is more robust to illumination variations than the traditional grayscale image based Eigenfaces.
Original languageEnglish
Title of host publicationLecture notes in computer science (including subseries Lecture notes in artificial intelligence and lecture notes in bioinformatics)
PublisherSpringer
Pages64-68
Number of pages5
ISBN (Print)9783540311119, 9783540316213
DOIs
Publication statusPublished - 2006
EventInternational Conference on Biometrics [ICB] -
Duration: 1 Jan 2006 → …

Conference

ConferenceInternational Conference on Biometrics [ICB]
Period1/01/06 → …

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

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