A novel discriminant locality preserving projections method

DOI10.1007/s10851-020-01008-wOpenAlexW3126860699MaRDI QIDQ2036195

Shougui Zhang, Yinshan Ren, Bin Fang, Rui-Sheng Ran

Publication date: 28 June 2021

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10851-020-01008-w

zbMATH Keywords

dimensionality reductionmanifold learningmatrix functiondiscriminant locality preserving projectionsthe small-sample-size problem

Mathematics Subject Classification ID

Computer science (68-XX) Information and communication theory, circuits (94-XX)

Cites Work

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• Face recognition using discriminant locality preserving projections based on maximum margin criterion
• Matrix exponential based discriminant locality preserving projections for feature extraction
• Matrix exponential based semi-supervised discriminant embedding for image classification
• A General Exponential Framework for Dimensionality Reduction
• Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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