Please use this identifier to cite or link to this item:
Type: Artigo de evento
Title: Facial Fiducial Points Detection Using Discriminative Filtering On Principal Components
Author: Junior W.S.S.
Araujo G.M.
Da Silva E.A.B.
Goldenstein S.K.
Abstract: The Discriminative Filtering technique performs pattern recognition using a two-dimensional filter. It has a closed-form design, based on the pattern and the statistics of the image set. Here, we investigate the use of Discriminative Filtering for detecting fiducial points in human faces. We show that designing discriminative filters for the principal components increases robustness. The method is assessed in a fiducial points detection framework using a Gentle AdaBoost classifier. © 2010 IEEE.
Rights: fechado
Identifier DOI: 10.1109/ICIP.2010.5651849
Date Issue: 2010
Appears in Collections:Unicamp - Artigos e Outros Documentos

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