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Analytical bounds on the minimizers of (nonconvex) regularized least-squares

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Publication:939208
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DOI10.3934/ipi.2008.2.133zbMath1156.68053OpenAlexW2029283861MaRDI QIDQ939208

Mila Nikolova

Publication date: 22 August 2008

Published in: Inverse Problems and Imaging (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/ipi.2008.2.133


zbMATH Keywords

regularizationinverse problemsill-posed problemssignal restorationimage restorationnon-convex analysisnon-smooth analysisvariational methods, edge preservation


Mathematics Subject Classification ID

Numerical optimization and variational techniques (65K10) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Linear operators and ill-posed problems, regularization (47A52)


Related Items (2)

A general truncated regularization framework for contrast-preserving variational signal and image restoration: motivation and implementation ⋮ Half-linear regularization for nonconvex image restoration models




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