Digital twin for 3D confocal microscopy, 3D through focus microscopy and confocal Fourier microscopy

We apply a digital twin for microscopy capable of simulating the image formation in confocal microscopy, through focus microscopy and the back focal plane formation of Fourier microscopy. The light-surface interaction is simulated using the Fourier modal method, and the microscope modeling is done using vectorial Fourier optics. The microscope modeling is done for ideal optical components but can be extended to non-ideal optical components. The model provides high accuracy and advantages with respect to computational effort as a full 3D model is applied to 2D structures and the lateral scanning process of the microscope is considered without repeating the time-consuming rigorous simulation of the scattering process. Finally, we discuss how we may improve optical measurements using a digital twin. In particular we discuss how the combination of imaging and non-imaging technologies in through focus microscopy makes it useable for characterizing both periodic and non-periodic structures.

Authors

Institutions

Publication Details

Published
2025-08-08
DOI
https://doi.org/10.1117/12.3063846
Primary Topic
Image Processing Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Digital twin for 3D confocal microscopy, 3D through focus microscopy and confocal Fourier microscopy

Astrid T. Rømer, Tim Käseberg, Poul‐Erik Hansen
Image Processing Techniques and Applications
article

Digital twin for 3D confocal microscopy, 3D through focus microscopy and confocal Fourier microscopy

Astrid T. Rømer, Tim Käseberg, Poul‐Erik Hansen
article en

Abstract

We apply a digital twin for microscopy capable of simulating the image formation in confocal microscopy, through focus microscopy and the back focal plane formation of Fourier microscopy. The light-surface interaction is simulated using the Fourier modal method, and the microscope modeling is done using vectorial Fourier optics. The microscope modeling is done for ideal optical components but can be extended to non-ideal optical components. The model provides high accuracy and advantages with respect to computational effort as a full 3D model is applied to 2D structures and the lateral scanning process of the microscope is considered without repeating the time-consuming rigorous simulation of the scattering process. Finally, we discuss how we may improve optical measurements using a digital twin. In particular we discuss how the combination of imaging and non-imaging technologies in through focus microscopy makes it useable for characterizing both periodic and non-periodic structures.

Physikalisch-Technische Bundesanstalt (DE), Danish National Metrology Institute (DK)
Openalex Percentile: Top 72%
Image Processing Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.