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titleAutomatic facial feature extraction and 3D face modeling using two orthogonal views with application to 3D face recognition
authorsA-Nasser Ansari, Mohamed Abdel-Mottaleb
keywords3D face modeling; Face recognition; Facial analysis; Feature extraction
abstractWe present a fully automated algorithm for facial feature extraction and 3D face modeling from a pair of orthogonal frontal
and profile view images of a person’s face taken by calibrated cameras. The algorithm starts by automatically extracting
corresponding 2D landmark facial features from both view images, then compute their 3D coordinates. Further, we estimate
the coordinates of the features that are hidden in the profile view based on the visible features extracted in the two orthogonal
face images. The 3D coordinates of the selected feature points obtained from the images are used first to align, then to locally
deform the corresponding facial vertices of the generic 3D model. Preliminary experiments to assess the applicability of the
resulted models for face recognition show encouraging results.
typeJournal Paper
journalPattern Recognition
published year2005
serial1642
is_viewableyes
(Total records:1429)
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