Structure preserving projections learning via low-rank embedding for image classification

DOI10.1016/j.ins.2023.119636OpenAlexW4386385228MaRDI QIDQ6077078

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Publication date: 22 September 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2023.119636

zbMATH Keywords

local neighborhood structuresubspace mappingglobal Euclidean structurelow-rank embeddingstructure preservation projections

Mathematics Subject Classification ID

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

Cites Work

• Low-rank local tangent space embedding for subspace clustering
• A Singular Value Thresholding Algorithm for Matrix Completion
• Spectral Properties of the Alignment Matrices in Manifold Learning
• An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

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