Nonnegative matrix factorization with manifold structure for face recognition

DOI10.1142/S021969131940006XzbMath1411.68133MaRDI QIDQ4632134

Bo Chen, Qian Wang, Binbin Pan, Wen-Sheng Chen

Publication date: 26 April 2019

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

zbMATH Keywords

face recognitionnonnegative matrix factorizationmulti-manifold learning

Mathematics Subject Classification ID

Factorization of matrices (15A23) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items

Bi-level optimization-based projective non-negative matrix factorization

Cites Work

• Multiscale facial structure representation for face recognition under varying illumination
• New method for feature extraction based on fractal behavior
• Nonlinear nonnegative matrix factorization based on Mercer kernel construction
• Learning the parts of objects by non-negative matrix factorization
• Face Recognition Under Varying Illumination Using Gradientfaces
• Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent