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Article

Polar Fitting and Hermite Interpolation for Freeform Droplet Geometry Measurement

1
Aalen School of Applied Photonics (AASAP), Aalen University, 73430 Aalen, Germany
2
Light Technology Institute (LTI), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, Germany
*
Author to whom correspondence should be addressed.
Metrology 2025, 5(3), 56; https://doi.org/10.3390/metrology5030056
Submission received: 10 July 2025 / Revised: 26 August 2025 / Accepted: 2 September 2025 / Published: 5 September 2025
(This article belongs to the Special Issue Advancements in Optical Measurement Devices and Technologies)

Abstract

Droplet-based microlens fabrication using Ultra Violet (UV) curable polymers demands the precise measurement of three-dimensional geometries, especially for non-axisymmetric shapes influenced by electric field deformation. In this work, we present a polar coordinate-based contour fitting method combined with Hermite interpolation to reconstruct 3D droplet geometries from two orthogonal shadowgraphy images. The image segmentation process integrates superpixel clustering with active contours to extract the droplet boundary, which is then approximated using a spline-based polar fitting approach. The two resulting contours are merged using a polar Hermite interpolation algorithm, enabling the reconstruction of freeform droplet shapes. We validate the method against both synthetic Computer-Aided Design (CAD) data and precision-machined reference objects, achieving volume deviations below 1% for axisymmetric shapes and approximately 3.5% for non-axisymmetric cases. The influence of focus, calibration, and alignment errors is quantitatively assessed through Monte Carlo simulations and empirical tests. Finally, the method is applied to real electrically deformed droplets, with volume deviations remaining within the experimental uncertainty range. This demonstrates the method’s robustness and suitability for metrology tasks involving complex droplet geometries.
Keywords: 3D reconstruction; contact angles; droplet deformation; image processing; optical simulations; polar fitting; polymer droplets; image segmentation; shape measurement; volume estimation; shadowgraphy 3D reconstruction; contact angles; droplet deformation; image processing; optical simulations; polar fitting; polymer droplets; image segmentation; shape measurement; volume estimation; shadowgraphy

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MDPI and ACS Style

Dohmen, M.; Heinrich, A.; Neumann, C. Polar Fitting and Hermite Interpolation for Freeform Droplet Geometry Measurement. Metrology 2025, 5, 56. https://doi.org/10.3390/metrology5030056

AMA Style

Dohmen M, Heinrich A, Neumann C. Polar Fitting and Hermite Interpolation for Freeform Droplet Geometry Measurement. Metrology. 2025; 5(3):56. https://doi.org/10.3390/metrology5030056

Chicago/Turabian Style

Dohmen, Mike, Andreas Heinrich, and Cornelius Neumann. 2025. "Polar Fitting and Hermite Interpolation for Freeform Droplet Geometry Measurement" Metrology 5, no. 3: 56. https://doi.org/10.3390/metrology5030056

APA Style

Dohmen, M., Heinrich, A., & Neumann, C. (2025). Polar Fitting and Hermite Interpolation for Freeform Droplet Geometry Measurement. Metrology, 5(3), 56. https://doi.org/10.3390/metrology5030056

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