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 [BibTeX] [Marc21]
Face Verification using LDA and MLP on the BANCA database
Type of publication: Idiap-RR
Citation: marcel:bancaface:2003
Number: Idiap-RR-66-2003
Year: 2003
Institution: IDIAP
Abstract: In this paper, we propose a system for face verification. It describes in detail each stage of the system: the modeling of the face, the extraction of relevant features and the classification of the input face as a client or an impostor. This system is based on LDA feature extraction, successfully used in previous st and MLP for classification. Experiments were carried out on a difficult multi-modal database, namely BANCA. Results show that our approach perform better than the state-of-the-art on the same database. Experiments show also contradictory results in the state-of-the-art literature.
Userfields: ipdmembership={vision},
Keywords:
Projects Idiap
Authors Marcel, S├ębastien
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Total mark: 0
Attachments
  • rr03-66.pdf
  • rr03-66.ps.gz
Notes