Transform-Invariant PCA : A Unified Approach to Fully Automatic FaceAlignment, Representation, and Recognition

We develop a transform-invariant PCA (TIPCA) technique which aims to accurately characterize the intrinsic structures of the human face that are invariant to the in-plane transformations of the training images. Specially, TIPCA alternately aligns the image ensemble and creates the optimal eigenspace...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 36(2014), 6 vom: 01. Juni, Seite 1275-84
Auteur principal: Weihong Deng (Auteur)
Autres auteurs: Jiani Hu, Jiwen Lu, Jun Guo
Format: Article en ligne
Langue:English
Publié: 2014
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't