Two-dimensional PCA : a new approach to appearance-based face representation and recognition

In this paper, a new technique coined two-dimensional principal component analysis (2DPCA) is developed for image representation. As opposed to PCA, 2DPCA is based on 2D image matrices rather than 1D vectors so the image matrix does not need to be transformed into a vector prior to feature extractio...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 26(2004), 1 vom: 25. Jan., Seite 131-7
1. Verfasser: Yang, Jian (VerfasserIn)
Weitere Verfasser: Zhang, David, Frangi, Alejandro F, Yang, Jing-yu
Format: Aufsatz
Sprache:English
Veröffentlicht: 2004
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Clinical Trial Comparative Study Journal Article Research Support, Non-U.S. Gov't Validation Study