نتائج البحث

PnP-ReG: Learned Regularizing Gradient for Plug-and-Play Gradient Descent

• Authors : Fermanian, Rita; Le Pendu, Mikael; Guillemot, Christine ...

Subjects: Inverse problems; Regularization; Plug-and-Play Prior

• Source: EISSN: 1936-4954 ; SIAM Journal on Imaging Sciences ; https://hal.science/hal-03853961 ; SIAM Journal on Imaging Sciences, 2022, pp.1-28

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Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration Mikael

• Authors : Le Pendu, Mikael; Guillemot, Christine;

Subjects: Plug-and-Play Prior; Inverse Problems; Preconditioning

• Source: EISSN: 1936-4954 ; SIAM Journal on Imaging Sciences ; https://hal.science/hal-03857826 ; SIAM Journal on Imaging Sciences, 2022, pp.1-30

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A block coordinate variable metric forward-backward algorithm

• Authors : Chouzenoux, Emilie; Pesquet, Jean-Christophe; Repetti, Audrey ...

Subjects: Block coordinate descent; Majorize-Minimize algorithm; Nonconvex optimization

• Source: ISSN: 0925-5001.

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Template-Based Image Reconstruction from Sparse Tomographic Data

• Authors : Carola-Bibiane Schönlieb; Ozan Öktem; Lukas F. Lang ...

Subjects: Inverse problems; Control and Optimization; Image registration

• Source: Applied Mathematics & Optimization

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A blocking scheme for dimension-robust Gibbs sampling in large-scale image deblurring.

• Authors : Adams, Jesse¹ (AUTHOR) ; Morzfeld, Matthias² (AUTHOR); Joyce, Kevin³ (AUTHOR)

• Source: Inverse Problems in Science & Engineering. Dec2021, Vol. 29 Issue 12, p1789-1810. 22p.

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A stochastic approach to quantifying the blur with uncertainty estimation for high-energy X-ray imaging systems.

• Authors : Fowler, Michael J.¹ (AUTHOR) ; Howard, Marylesa¹ (AUTHOR); Luttman, Aaron¹ (AUTHOR)

• Source: Inverse Problems in Science & Engineering. Apr2016, Vol. 24 Issue 3, p353-371. 19p.

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An MCMC method for uncertainty quantification in nonnegativity constrained inverse problems.

• Authors : Bardsley, JohnathanM.¹ (AUTHOR) ; Fox, Colin² (AUTHOR)

• Source: Inverse Problems in Science & Engineering. Jun2012, Vol. 20 Issue 4, p477-498. 22p.

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Image segmentation with multidimensional refinement indicators.

• Authors : Ameur, H.Ben¹ (AUTHOR); Chavent, G.² (AUTHOR); Clément, F.² (AUTHOR)

• Source: Inverse Problems in Science & Engineering. Jul2011, Vol. 19 Issue 5, p577-597. 21p. 5 Color Photographs, 2 Diagrams, 1 Graph.

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Numerical treatment of the Mumford-Shah model for the inversion and segmentation of X-ray tomography data.

• Authors : Hoetzl, Elena¹ (AUTHOR) ; Ring, Wolfgang¹ (AUTHOR)

• Source: Inverse Problems in Science & Engineering. Oct2010, Vol. 18 Issue 7, p907-933. 27p. 4 Diagrams, 2 Charts, 10 Graphs.

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