ParticleHolography.jl: Holographic particle measurement in Julia
ParticleHolography.jl is an open-source Julia package designed for particle measurements using in-line holography. This comprehensive software provides an end-to-end processing pipeline encompassing a wide range of functionalities: preprocessing, including background removal and camera calibration;...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-02-01
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| Series: | SoftwareX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352711025000238 |
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| Summary: | ParticleHolography.jl is an open-source Julia package designed for particle measurements using in-line holography. This comprehensive software provides an end-to-end processing pipeline encompassing a wide range of functionalities: preprocessing, including background removal and camera calibration; three-dimensional reconstruction through diffraction calculations; particle analysis, including detection and tracking; and result visualization. Leveraging the Julia language architecture and NVIDIA GPU capabilities, the package accommodates both interactive parameter exploration and optimization as well as intensive, large-scale data processing across multiple nodes. The modular pipeline structure allows for easy substitution of processing steps with alternative or user-defined methods, facilitating ablation analysis and customization. ParticleHolography.jl aims to contribute to the advancement of research and industry by serving as a versatile in-line holography-based platform for three-dimensional multi-object detection and tracking. Its applications span diverse fields, including fluid dynamics, biology, and aerosol engineering. |
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| ISSN: | 2352-7110 |