Customized dictionary learning for subdatasets with fine granularity

DOI10.1155/2016/5376087zbMath1400.68186OpenAlexW2556828085WikidataQ59131562 ScholiaQ59131562MaRDI QIDQ1793292

Lei Ye, Can Wang, Hui Qian, Xin Xu

Publication date: 12 October 2018

Published in: Mathematical Problems in Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2016/5376087

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Yale Face
• CMU PIE

Cites Work

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• Overview of total least-squares methods
• On the identifiability of overcomplete dictionaries via the minimisation principle underlying K-SVD
• Sparse and Spurious: Dictionary Learning With Noise and Outliers
• Sample Complexity of Dictionary Learning and Other Matrix Factorizations
• Sparse and Redundant Representations
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• Image Super-Resolution Via Sparse Representation
• Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images
• Stable signal recovery from incomplete and inaccurate measurements
• Local Identification of Overcomplete Dictionaries

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