A new ranking method for principal components analysis and its application to face image analysis

No abstract is available for this paper.

• Publication year

  2010

• Venue

  Image and Vision Computing

• Publication date

  2010-06-01

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1016/j.imavis.2009.11.005
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Pruning Noisy Bases in Discriminant Analysis

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• Selecting Principal Components in a Two-Stage LDA Algorithm

  2006influential reference
• Subclass discriminant analysis

  2006cited by this paper
• Introduction to Statistical Pattern Recognition

  2006influential reference
• A maximum uncertainty LDA-based approach for limited sample size problems — with application to face recognition

  2005cited by this paper
• Where are linear feature extraction methods applicable?

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• Why voxel-based morphometric analysis should be used with great caution when characterizing group differences

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• The Elements of Statistical Learning

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• Feature Extraction for Nonparametric Discriminant Analysis

  2003influential reference
• Applied Multivariate Statistical Analysis

  2003cited by this paper
• Multiclass Linear Dimension Reduction by Weighted Pairwise Fisher Criteria

  2001cited by this paper
• Theory & Methods: Special Invited Paper: Dimension Reduction and Visualization in Discriminant Analysis (with discussion)

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  1999cited by this paper
• Statistical learning theory

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• A Tutorial on Support Vector Machines for Pattern Recognition

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• The FERET database and evaluation procedure for face-recognition algorithms

  1998influential reference
• Using Discriminant Eigenfeatures for Image Retrieval

  1996cited by this paper
• Eigenfaces for Recognition

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• Introduction to statistical pattern recognition (2nd ed.)

  1990cited by this paper
• Low-dimensional procedure for the characterization of human faces.

  1987cited by this paper
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