Sparse discriminant PCA based on contrastive learning and class-specificity distribution

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

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen, Simon Kornblith, Mohammad Norouzi et al. · arXiv (Cornell University) · 2020 · 7.3K citations · Full text

Computing, Computer Science, Computer Vision +16

Face recognition using eigenfaces

Matthew Turk, Alex Pentland · 2002 · 5.2K citations

Computing, Computer Science, Computer Vision +13

From few to many: illumination cone models for face recognition under variable lighting and pose

Athinodoros S. Georghiades, Peter N. Belhumeur, David Kriegman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 5K citations

Computing, Vision Science, Computer Vision +15

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