A Comparison of Global versus Local Color Histograms for Object Recognition. - David Guillamet; Jordi Vitrià (ICPR, 2000)

Local Discriminant Regions Using Support Vector Machines for Object Recognition. - David Guillamet; Jordi Vitrià (SSPR/SPR, 2000)

Unsupervised Learning of Part-Based Representations. - David Guillamet; Jordi Vitrià (CAIP, 2001)

Using an ICA Representation of High Dimensional Data for Object Recognition and Classification. - Marco Bressan 001; David Guillamet; Jordi Vitrià (CVPR (1), 2001)

A Weighted Non-Negative Matrix Factorization for Local Representations. - David Guillamet; Marco Bressan 001; Jordi Vitrià (CVPR (1), 2001)

Discriminant Basis for Object Classification. - David Guillamet; Jordi Vitrià (ICIAP, 2001)

Non-negative Matrix Factorization for Face Recognition. - David Guillamet; Jordi Vitrià (CCIA, 2002)

Analyzing Non-Negative Matrix Factorization for Image Classification. - David Guillamet; Bernt Schiele; Jordi Vitrià (ICPR (2), 2002)

Determining a Suitable Metric when Using Non-Negative Matrix Factorization. - David Guillamet; Jordi Vitrià (ICPR (2), 2002)

Joint Distribution of Local Image Features for Appearance Modeling. - David Guillamet; Baback Moghaddam (MVA, 2002)

Local Appearance-Based Models using High-Order Statistics of Image Features. - Baback Moghaddam; David Guillamet; Jordi Vitrià (CVPR (1), 2003)

Modeling High-Order Dependencies in Local Appearance Models. - David Guillamet; Baback Moghaddam; Jordi Vitrià (IbPRIA, 2003)

An Experimental Evaluation of K-nn for Linear Transforms of Positive Data. - David Guillamet; Jordi Vitrià (IbPRIA, 2003)

Higher-order dependencies in local appearance models. - David Guillamet; Baback Moghaddam; Jordi Vitrià (ICIP (1), 2003)

Using an ICA representation of local color histograms for object recognition. - Marco Bressan 001; David Guillamet; Jordi Vitrià (Pattern Recognit., 2003)

Evaluation of distance metrics for recognition based on non-negative matrix factorization. - David Guillamet; Jordi Vitrià (Pattern Recognit. Lett., 2003)

Introducing a weighted non-negative matrix factorization for image classification. - David Guillamet; Jordi Vitrià; Bernt Schiele (Pattern Recognit. Lett., 2003)

Multiclass Object Recognition Using Class-Conditional Independent Component Analysis. - Marco Bressan 001; David Guillamet; Jordi Vitrià (Cybern. Syst., 2004)

Statistical Local Appearance Models for Object Recognition. - David Guillamet (2004)