Accelerating Monte Carlo modeling of structured-light-based diffuse optical imaging via "photon sharing".


Journal

Optics letters
ISSN: 1539-4794
Titre abrégé: Opt Lett
Pays: United States
ID NLM: 7708433

Informations de publication

Date de publication:
15 May 2020
Historique:
entrez: 16 5 2020
pubmed: 16 5 2020
medline: 16 5 2020
Statut: ppublish

Résumé

The increasing use of spatially modulated imaging and single-pixel detection techniques demands computationally efficient methods for light transport modeling. Herein, we report an easy-to-implement yet significantly more efficient Monte Carlo (MC) method for simultaneously simulating spatially modulated illumination and detection patterns accurately in 3D complex domains. We have implemented this accelerated algorithm, named "photon sharing," in our open-source MC simulators, reporting 13.6× and 5.5× speedups in mesh- and voxel-based MC benchmarks, respectively. In addition, the proposed algorithm is readily used to accelerate the solving of inverse problems in spatially modulated imaging systems by building Jacobians of all illumination-detection pattern pairs concurrently, resulting in a 12.4-fold speed improvement.

Identifiants

pubmed: 32412482
pii: 431714
doi: 10.1364/OL.390618
pmc: PMC7482422
mid: NIHMS1624643
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

2842-2845

Subventions

Organisme : NIGMS NIH HHS
ID : R01 GM114365
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA204443
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA237267
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA250636
Pays : United States
Organisme : NIBIB NIH HHS
ID : R01 EB019443
Pays : United States
Organisme : NIBIB NIH HHS
ID : R01 EB026998
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA207725
Pays : United States

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Auteurs

Classifications MeSH