Nearest-neighbor classifier motivated marginal discriminant projections for face recognition

DOI10.1007/S11704-011-1012-ZzbMath1267.68206OpenAlexW2094441325MaRDI QIDQ352086

Caikou Chen, Xintian Cheng, Pu Huang, Zhen-Min Tang

Publication date: 4 July 2013

Published in: Frontiers of Computer Science in China (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11704-011-1012-z

zbMATH Keywords

face recognitiondimensionality reduction (DR)graph constructionlocality preserving projections (LPP)margin-basedmarginal Fisher analysis (MFA)nearest-neighbor (NN) classifier

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10)

Uses Software

• Yale Face
• FERET
• ORL face

Cites Work

• Sparsity preserving projections with applications to face recognition
• Graph-optimized locality preserving projections
• Local structure based supervised feature extraction
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• A direct LDA algorithm for high-dimensional data -- with application to face recognition
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