Supervised optimal locality preserving projection

DOI10.1016/j.patcog.2011.05.014zbMath1225.68261OpenAlexW2024194293MaRDI QIDQ645859

Juan-Miguel Gracia

Publication date: 10 November 2011

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2011.05.014

zbMATH Keywords

classificationfeature extractiondimensionality reductionmanifold learning

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Machine vision and scene understanding (68T45)

Related Items (10)

Subspace learning via local probability distribution for hyperspectral image classification ⋮ Double adjacency graphs-based discriminant neighborhood embedding ⋮ Multi-manifold discriminant Isomap for visualization and classification ⋮ The \(L_{2,1}\)-norm-based unsupervised optimal feature selection with applications to action recognition ⋮ Global plus local: a complete framework for feature extraction and recognition ⋮ Bearing Fault Diagnosis Based on Hilbert Marginal Spectrum and Supervised Locally Linear Embedding ⋮ Constrained large margin local projection algorithms and extensions for multimodal dimensionality reduction ⋮ Supervised orthogonal discriminant subspace projects learning for face recognition ⋮ Discriminant subspace learning constrained by locally statistical uncorrelation for face recognition ⋮ Robust structure preserving nonnegative matrix factorization for dimensionality reduction

Uses Software

• FERET
• CMU PIE
• AR face

Cites Work

• Gabor feature-based face recognition using supervised locality preserving projection
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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