Simulation of speckle interferometric results for enhanced measurement and automated defect detection

Techniques like speckle holography and shearography are rarely applied due to the complexity of instrument setup and lack of automated result analysis, despite their potential. By simulating speckle interferometric outcomes, we seek to address these challenges, enabling more efficient measurement processes and paving the way for automated defect recognition. This research focuses on developing a simulation code for speckle interferometric results derived from finite element analyses. The aim is to improve the parameter settings of speckle interferometry measurements and create specific datasets, which will be used to develop machine learning-based methods for automation in series production.

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Publication Details

Journal
Optics Express
Published
2025-11-04
DOI
https://doi.org/10.1364/oe.572513
Primary Topic
Optical measurement and interference techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Simulation of speckle interferometric results for enhanced measurement and automated defect detection

Georg von Freymann, Jessica Plassmann, Michael Schuth
Optics Express
Optical measurement and interference techniques
article

Simulation of speckle interferometric results for enhanced measurement and automated defect detection

Georg von Freymann, Jessica Plassmann, Michael Schuth
article en

Abstract

Techniques like speckle holography and shearography are rarely applied due to the complexity of instrument setup and lack of automated result analysis, despite their potential. By simulating speckle interferometric outcomes, we seek to address these challenges, enabling more efficient measurement processes and paving the way for automated defect recognition. This research focuses on developing a simulation code for speckle interferometric results derived from finite element analyses. The aim is to improve the parameter settings of speckle interferometry measurements and create specific datasets, which will be used to develop machine learning-based methods for automation in series production.

Optics ExpressVol. 33(24)
Fraunhofer Institute for Industrial Mathematics (DE)
Openalex Percentile: Top 67%
Optical measurement and interference techniques
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