Face recognition in a transformed domain

Marcos Faundez-Zanuy

doi:10.1109/CCST.2003.1297575

Face recognition in a transformed domain

Computer Vision and Pattern Recognition 2022-04-07 v1

Authors: Marcos Faundez-Zanuy

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Abstract

This paper proposes the use of a discrete cosine transform (DCT) instead of the eigenfaces method (Karhunen-Loeve Transform) for biometric identification based on frontal face images. Experimental results show better recognition accuracies and reduced computational burden. This paper includes results with different classifiers and a combination of them.

Keywords

face recognition

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@article{arxiv.2204.02608,
  title  = {Face recognition in a transformed domain},
  author = {Marcos Faundez-Zanuy},
  journal= {arXiv preprint arXiv:2204.02608},
  year   = {2022}
}

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9 pages, published in IEEE 37th Annual 2003 International Carnahan Conference on Security Technology, 2003. Proceedings. 14-16 Oct. 2003 Taipei (Taiwan)

Face recognition in a transformed domain

Abstract

Keywords

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