Face identity verification based on sinusoidal projection

Beom Seok Oh, Kar Ann Toh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This paper proposes a technique for face feature extraction using sinusoidal projection. Essentially, the technique uses a projection matrix, which is formed by stacking vectors with sinusoidal values at different frequencies, to directly multiply with raw image matrix for weighted feature extraction. Orthogonality among vectors within the sinusoidal projection matrix is observed when the frequencies are chosen as multiples of the fundamental frequency. The proposed technique shows promising verification performance on three face databases.

Original languageEnglish
Title of host publicationProceedings of the IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013
Pages71-76
Number of pages6
DOIs
Publication statusPublished - 2013
Event3rd IEEE International Workshop/Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2013 - Singapore, Singapore
Duration: 2013 Apr 162013 Apr 19

Publication series

NameIEEE Workshop on Computational Intelligence in Biometrics and Identity Management, CIBIM
ISSN (Print)2325-4300
ISSN (Electronic)2325-4319

Other

Other3rd IEEE International Workshop/Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2013
CountrySingapore
CitySingapore
Period13/4/1613/4/19

All Science Journal Classification (ASJC) codes

  • Biotechnology
  • Artificial Intelligence
  • Computational Theory and Mathematics

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  • Cite this

    Oh, B. S., & Toh, K. A. (2013). Face identity verification based on sinusoidal projection. In Proceedings of the IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, CIBIM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 (pp. 71-76). [6607917] (IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, CIBIM). https://doi.org/10.1109/CIBIM.2013.6607917