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: | |
| Added by: | [UNK] |
| Total mark: | 0 |
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