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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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 36(2014), 6 vom: 01. Juni, Seite 1275-84
1. Verfasser: Weihong Deng (VerfasserIn)
Weitere Verfasser: Jiani Hu, Jiwen Lu, Jun Guo
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't