Pocket Guide to Solve Inverse Problems with GlobalBioIm - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue Inverse Problems Année : 2019

Pocket Guide to Solve Inverse Problems with GlobalBioIm

Résumé

GlobalBioIm is an open-source MATLAB library for solving inverse problems. The library capitalizes on the strong commonalities between forward models to standardize the resolution of a wide range of imaging inverse problems. Endowed with an operator-algebra mechanism, GlobalBioIm allows one to easily solve inverse problems by combining elementary modules in a lego-like fashion. This user-friendly toolbox gives access to cutting-edge reconstruction algorithms, while its high modularity makes it easily extensible to new modalities and novel reconstruction methods. We expect GlobalBioIm to respond to the needs of imaging scientists looking for reliable and easy-to-use computational tools for solving their inverse problems. In this paper, we present in detail the structure and main features of the library. We also illustrate its flexibility with examples from multichannel deconvolution microscopy.
Fichier principal
Vignette du fichier
GlobalBioIm-1.pdf (2.96 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-02162546 , version 1 (24-06-2019)

Licence

Paternité

Identifiants

Citer

Emmanuel Soubies, Ferréol Soulez, Michael T. Mccann, Thanh-An Pham, Laurène Donati, et al.. Pocket Guide to Solve Inverse Problems with GlobalBioIm. Inverse Problems, 2019, 35 (10), pp.104006. ⟨10.1088/1361-6420/ab2ae9⟩. ⟨hal-02162546⟩
100 Consultations
97 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More