Generalized 2D principal component analysis for face image representation and recognition

Eigenfaces for Recognition

Matthew Turk, Alex Pentland · Journal of Cognitive Neuroscience · 1991 · 13.8K citations · Full text

Computing, Computer Science, Computer Systems +14

Eigenfaces vs. Fisherfaces: recognition using class specific linear projection

Peter N. Belhumeur, João P. Hespanha, David Kriegman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 11.8K citations

Computing, Computer Science, Computer Vision +11

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

Computing, Computer Science, Computer Vision +14

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