Overview of principal component analysis algorithm

Face recognition using eigenfaces

Matthew Turk, Alex Pentland · 2002 · 5.2K citations

Computing, Computer Science, Computer Vision +13

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

Jian Yang, David Zhang, Alejandro F. Frangi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 3.6K citations · Full text

Computing, Computer Science, Computer Vision +15

Application of the Karhunen-Loeve procedure for the characterization of human faces

Michael Kirby, L. Sirovich · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1990 · 2.5K citations

Computing, Computer Science, Vision Science +14

KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition

Jian Yang, Alejandro F. Frangi, David Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 831 citations · Full text

Computing, Computer Science, Computer Vision +14

Kernel Eigenfaces vs. Kernel Fisherfaces: Face recognition using kernel methods

Ming–Hsuan Yang · 2002 · 709 citations

Computing, Computer Science, Computer Vision +16