Compact dictionary pair learning and refining based on principal components analysis

DOI10.1142/S0219691319500334zbMath1493.68326OpenAlexW2939874985MaRDI QIDQ5236781

Yulan Zhang, Min Yang, Shi-Fang Yuan, Yi-Bin Yu

Publication date: 10 October 2019

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

Full work available at URL: https://doi.org/10.1142/s0219691319500334

zbMATH Keywords

principal components analysisrefininganalysis dictionarycompact dictionary pairdictionary pair learningsynthesis dictionary

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Cites Work

• Proportional response dynamics in the Fisher market
• Robust subspace clustering
• LEARNING AN ADAPTIVE DICTIONARY USING A PROJECTED GRADIENT METHOD AND ITS APPLICATION ON IMAGE DE-NOISING
• Principal component analysis: a review and recent developments
• Fixed-Point Continuation for $\ell_1$-Minimization: Methodology and Convergence
• Undersampled Face Recognition via Robust Auxiliary Dictionary Learning
• Nuclear norm based two-dimensional sparse principal component analysis
• Robust and discriminative dictionary learning for face recognition
• Almost optimality of orthogonal super greedy algorithms for incoherent dictionaries