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 [BibTeX] [Marc21]
Face Authentication Using Adapted Local Binary Pattern Histograms
Type of publication: Idiap-RR
Citation: rodriguez:rr06-06
Number: Idiap-RR-06-2006
Year: 2006
Institution: IDIAP
Note: Published in 9th European Conference on Computer Vision {ECCV}, 2006
Abstract: In this paper, we propose a novel generative approach for face authentication, based on a Local Binary Pattern (LBP) description of the face. A generic face model is considered as a collection of LBP-histograms. Then, a client-specific model is obtained by an adaptation technique from this generic model under a probabilistic framework. We compare the proposed approach to standard state-of-the-art face authentication methods on two benchmark databases, namely XM2VTS and BANCA, associated to their experimental protocol. We also compare our approach to two state-of-the-art LBP-based face recognition techniques, that we have adapted to the verification task.
Userfields: ipdmembership={vision},
Keywords:
Projects Idiap
Authors Rodriguez, Yann
Marcel, S├ębastien
Crossref by rodriguez:eccv:2006
Added by: [UNK]
Total mark: 0
Attachments
  • rodrig-idiap-rr-06-06.pdf
  • rodrig-idiap-rr-06-06.ps.gz
Notes