Multilinear Analysis of Image Ensembles: TensorFaces

Eigenfaces for Recognition

1991 • 13,843 citations

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 • 13,311 citations

Eigenfaces vs. Fisherfaces: recognition using class specific linear projection

1997 • 11,565 citations

Some mathematical notes on three-mode factor analysis

1966 • 3,927 citations

Matrix Differential Calculus with Applications in Statistics and Econometrics.

1988 • 2,781 citations

Human and machine recognition of faces: a survey

1995 • 2,583 citations

Low-dimensional procedure for the characterization of human faces

1987 • 2,339 citations

Visual learning and recognition of 3-d objects from appearance

1995 • 1,933 citations

Mixtures of Probabilistic Principal Component Analyzers

1999 • 1,882 citations

View-based and modular eigenspaces for face recognition

1994 • 1,855 citations

On the Best Rank-1 and Rank-(R₁ ,R₂ ,. . .,R_N) Approximation of Higher-Order Tensors

2000 • 1,545 citations

Matrix Differential Calculus with Applications in Statistics and Econometrics

1989 • 1,396 citations

Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection

1996 • 1,025 citations

Separating Style and Content with Bilinear Models

2000 • 879 citations

Principal component analysis of three-mode data by means of alternating least squares algorithms

1980 • 706 citations

Perceptual image distortion

2002 • 476 citations

Orthogonal Tensor Decompositions

2001 • 391 citations

Signal Processing based on Multilinear Algebra

1997 • 369 citations

Linear models of surface and illuminant spectra

1992 • 270 citations

Rank, decomposition, and uniqueness for 3-way and n -way arrays

1989 • 255 citations

The Optical Society of America

1923 • 224 citations

Linear image coding for regression and classification using the tensor-rank principle

2005 • 190 citations

Human motion signatures: analysis, synthesis, recognition

2003 • 141 citations

Separating Style and Content

1996 • 128 citations

Learning bilinear models for two-factor problems in vision

2002 • 120 citations

An approach ton-mode components analysis

1986 • 118 citations

Generalization to Novel Images in Upright and Inverted Faces

1996 • 110 citations