Multi-linear neighborhood preserving projection for face recognition

DOI10.1016/J.PATCOG.2013.08.005zbMath1326.68248OpenAlexW2051449622MaRDI QIDQ898315

Abeer A. Mohamad AL-Shiha, S. S. Dlay, W. L. Woo

Publication date: 8 December 2015

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2013.08.005

zbMATH Keywords

feature extractionface recognitiondimensionality reductiontensor analysismultilinear projectionneighborhood preserving projection (NPP)

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Multilinear algebra, tensor calculus (15A69)

Uses Software

• Matlab
• FERET
• AR face

Cites Work

• Unnamed Item
• A survey of multilinear subspace learning for tensor data
• A two-dimensional neighborhood preserving projection for appearance-based face recognition
• Principal component analysis of three-mode data by means of alternating least squares algorithms
• Dimensionality reduction in higher-order signal processing and rank-\((R_1,R_2,\ldots,R_N)\) reduction in multilinear algebra
• On the Best Rank-1 and Rank-(R₁ ,R₂ ,. . .,R_N) Approximation of Higher-Order Tensors

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