Improved combination of RPCA and MEL for sparse representation-based face recognition

DOI10.1142/S0219691314500313zbMath1325.94032OpenAlexW2115559545MaRDI QIDQ2875671

Rokan Khaji, Hong Li, Hongfeng Li, Ramadhan Abdo Musleh Alsaidi, Rabiu Haruna

Publication date: 11 August 2014

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0219691314500313

zbMATH Keywords

face recognitionrobust principal component analysissparse representationmetaface learning

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Pattern recognition, speech recognition (68T10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Related Items (2)

Robust and discriminative dictionary learning for face recognition ⋮ An unsupervised stereo matching cost based on sparse representation

Uses Software

• ORL face

Cites Work

• A framework for robust subspace learning
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• For most large underdetermined systems of linear equations the minimal 𝓁₁‐norm solution is also the sparsest solution

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