Multi-manifold LLE learning in pattern recognition

DOI10.1016/j.patcog.2015.04.003zbMath1394.68290OpenAlexW2085003924MaRDI QIDQ1669608

Peng Zhang

Publication date: 3 September 2018

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2015.04.003

zbMATH Keywords

manifold learningmultiple classesnear manifoldsneighborhood selectionmulti-manifolds

Mathematics Subject Classification ID

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

Related Items (3)

Topological sorting of finitely near sets ⋮ Multi-manifold discriminant Isomap for visualization and classification ⋮ Probabilistic modelling of general noisy multi-manifold data sets

Uses Software

• ORL face
• COIL-20

Cites Work

• Artificial neural networks and neural information processing --- ICANN/ICONIP 2003. Joint international conference ICANN/ICONIP 2003, Istanbul, Turkey, 26--29, 2003. Proceedings
• Principal component analysis.
• Robust subspace clustering
• Manifold topological multi-resolution analysis method
• A multi-manifold discriminant analysis method for image feature extraction
• 10.1162/153244304322972667
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Manifold–Manifold Distance and its Application to Face Recognition With Image Sets
• Multiview Hessian Regularization for Image Annotation
• Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data
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