Subclass discriminant nonnegative matrix factorization for facial image analysis

DOI10.1016/J.PATCOG.2012.04.030zbMath1248.68440OpenAlexW2140701737MaRDI QIDQ454411

Nikos Nikolaidis, Anastasios Tefas, Symeon Nikitidis, Ioannis Pitas

Publication date: 5 October 2012

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2012.04.030

zbMATH Keywords

face recognitionnonnegative matrix factorizationmultiplicative updatesfacial expression recognitionsubclass discriminant analysis

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10)

Related Items (2)

An approach to facial expression analysis with multi-model interactions ⋮ Incremental graph regulated nonnegative matrix factorization for face recognition

Uses Software

• JAFFE
• LIBSVM
• Cohn-Kanade
• AR face

Cites Work

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• Independent component analysis, a new concept?
• Principal component analysis.
• Facial expression recognition: A clustering-based approach
• Learning the parts of objects by non-negative matrix factorization

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