Manifold topological multi-resolution analysis method

DOI10.1016/J.PATCOG.2010.12.023zbMath1218.68179OpenAlexW2039934474MaRDI QIDQ2275962

Shaodi You, Huimin Ma

Publication date: 10 August 2011

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.12.023

zbMATH Keywords

locally linear embeddingmanifold multi-resolution analysismanifold topological analysis

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Machine vision and scene understanding (68T45)

Related Items (1)

Multi-manifold LLE learning in pattern recognition

Uses Software

• Matlab
• t-SNE

Cites Work

• Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction.
• Regularized estimation of large covariance matrices
• Diffusion maps
• 10.1162/153244304322972667
• Spectral Methods in MATLAB
• Introduction to Topological Manifolds
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data
• Mathematical analysis II. Transl. from the 4th Russian edition by Roger Cooke
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