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Multispectral face recognition based on band-adjusting HOSVD

  • Northwestern Polytechnical University Xian

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

By analyzing two significant factors, skin physical characteristics and system characteristics, which affect the multispectral face recognition, a novel Band-Adjusting HOSVD(BA-HOSVD) multispectral face recognition algorithm is proposed. The spectral factor is treated separately with the weighted fusion method, which retains more information of the spectrum. Simulation results show that BA-HOSVD can be applied in multispectral face recognition, and it has a better recognition result than the other methods which do not consider the band characteristics.

Original languageEnglish
Pages (from-to)750-754
Number of pages5
JournalGuangzi Xuebao/Acta Photonica Sinica
Volume39
Issue number4
DOIs
StatePublished - Apr 2010

Keywords

  • Band-adjusting
  • Face recognition
  • Multispectrum
  • Weighted fusion

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