Discriminative learning by sparse representation for classification

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

Computing, Computer Science, Data Visualization +15

Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

Mikhail Belkin, Partha Niyogi · Neural Computation · 2003 · 7.7K citations

Computing, Computer Science, Data Mining +13

Face recognition using Laplacianfaces

Xiaofei He, Shuicheng Yan, Yuxiao Hu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 3.3K citations

Computing, Computer Science, Computer Vision +15

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

Shuicheng Yan, Dong Xu, Benyu Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 2.9K citations

Computing, Computer Science, Computational Geometry +10

Parameterisation of a stochastic model for human face identification

Ferdinando Samaria, Augustin Harter · 2002 · 2.6K citations

Computing, Computer Science, Computer Vision +11