Open-source codes associated with the publications I co-authored.
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GlobalBioIm Library A Matlab library for solving inverse problems. [Code] [Paper] [Website] |
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Structured Illumination Microscopy (SIM) |
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Single Molecule Localization Microscopy (SMLM)
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Optical Diffraction Tomography (ODT) Reconstruction method based on the exact Lippmann-Schwinger forward model and the FISTA algorithm. [Code] [Paper Opt. Exp.] [Paper TCI] |
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Multi-Angle Total Internal Reflection Fluorescence Microscopy (MA-TIRFM) Reconstruction algorithm that performs jointly volume reconstruction, deconvolution, and background estimation. [Code] [Paper Sci. Rep.] [Paper ISBI] |
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Single-Particle Cryo Electron Microscopy (SP Cryo-EM) Joint angular refinement and reconstruction algorithm for single-particle Cryo-EM. [code] [Paper] |
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Image Denoising Automatic Tuning of Denoising Algorithms Parameters without Ground Truth. [code] [Paper] |
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Safe screening with sphere refinement for sparse optimization Safe screening approach that exploits local strong concavity properties of the dual function to accelerate the convergence of iterative solvers. [Code] [Paper JMLR] [Paper SPL] |
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Sliding Frank-Wolfe algorithm Grid-less method that minimizes the BLASSO. [Code] [Paper] |
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L2 - CEL0 Minimization Examples of the use of the FBS and IRL1 algorithms to solve the CEL0 penalized least squares problem. [Code] [Paper SIOPT] [Paper SIIMS] |
Emmanuel Soubies - 2014