David Guillamet

According to our database, David Guillamet authored at least 19 papers between 2000 and 2004.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2004

Statistical Local Appearance Models for Object Recognition.

David Guillamet

PhD thesis, 2004

Multiclass Object Recognition Using Class-Conditional Independent Component Analysis.

Marco Bressan, David Guillamet, Jordi Vitrià

Cybern. Syst., 2004

2003

Introducing a weighted non-negative matrix factorization for image classification.

David Guillamet, Jordi Vitrià, Bernt Schiele

Pattern Recognit. Lett., 2003

Evaluation of distance metrics for recognition based on non-negative matrix factorization.

David Guillamet, Jordi Vitrià

Pattern Recognit. Lett., 2003

Using an ICA representation of local color histograms for object recognition.

Marco Bressan, David Guillamet, Jordi Vitrià

Pattern Recognit., 2003

Higher-order dependencies in local appearance models.

David Guillamet, Baback Moghaddam, Jordi Vitrià

Proceedings of the 2003 International Conference on Image Processing, 2003

An Experimental Evaluation of K-nn for Linear Transforms of Positive Data.

David Guillamet, Jordi Vitrià

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Modeling High-Order Dependencies in Local Appearance Models.

David Guillamet, Baback Moghaddam, Jordi Vitrià

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Local Appearance-Based Models using High-Order Statistics of Image Features.

Baback Moghaddam, David Guillamet, Jordi Vitrià

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

Joint Distribution of Local Image Features for Appearance Modeling.

David Guillamet, Baback Moghaddam

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002

Determining a Suitable Metric when Using Non-Negative Matrix Factorization.

David Guillamet, Jordi Vitrià

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Analyzing Non-Negative Matrix Factorization for Image Classification.

David Guillamet, Bernt Schiele, Jordi Vitrià

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Non-negative Matrix Factorization for Face Recognition.

David Guillamet, Jordi Vitrià

Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001

Discriminant Basis for Object Classification.

David Guillamet, Jordi Vitrià

Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

A Weighted Non-Negative Matrix Factorization for Local Representations.

David Guillamet, Marco Bressan, Jordi Vitrià

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Using an ICA Representation of High Dimensional Data for Object Recognition and Classification.

Marco Bressan, David Guillamet, Jordi Vitrià

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Unsupervised Learning of Part-Based Representations.

David Guillamet, Jordi Vitrià

Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000

Local Discriminant Regions Using Support Vector Machines for Object Recognition.

David Guillamet, Jordi Vitrià

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

A Comparison of Global versus Local Color Histograms for Object Recognition.

David Guillamet, Jordi Vitrià

Proceedings of the 15th International Conference on Pattern Recognition, 2000