Optimal Subspace Learning for Sparse Representation Based Classifier via Discriminative Principal Subspaces Alignment

DOI10.1007/978-3-319-11740-9_30zbMath1323.68448OpenAlexW279697422MaRDI QIDQ2949611

Lai Wei

Publication date: 2 October 2015

Published in: Rough Sets and Knowledge Technology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-11740-9_30

zbMATH Keywords

feature extractionlinear regression based classificationnearest subspace classifiersparse representation based classifier

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Uses Software

• Yale Face
• CMU PIE
• AR face

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