Graph regularized multiset canonical correlations with applications to joint feature extraction

DOI10.1016/J.PATCOG.2014.06.016zbMath1373.68361OpenAlexW2039508219MaRDI QIDQ1677005

Yun-Hao Yuan, Quan-Sen Sun

Publication date: 10 November 2017

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2014.06.016

zbMATH Keywords

pattern recognitionfeature extractioncanonical correlation analysisgraph embeddingmultiset canonical correlations

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items (2)

Cross-validation of matching correlation analysis by resampling matching weights ⋮ Learning multi-kernel multi-view canonical correlations for image recognition

Uses Software

• Algorithm 862
• CMU PIE
• AR face

Cites Work

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• Regularized linear discriminant analysis and its application in microarrays
• A novel multiset integrated canonical correlation analysis framework and its application in feature fusion
• Appearance models based on kernel canonical correlation analysis.
• Pairwise constraints based multiview features fusion for scene classification
• Multiple view semi-supervised dimensionality reduction
• 10.1162/153244303768966085
• Algorithm 862
• On a Multivariate Eigenvalue Problem, Part I: Algebraic Theory and a Power Method
• A Multilinear Singular Value Decomposition
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Canonical analysis of several sets of variables
• RELATIONS BETWEEN TWO SETS OF VARIATES

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