Introducing GPGPUs to smartphone-based digital holographic microscope for 3D imaging

Digital holography (DH) enables non-contact, noninvasive 3D imaging of transparent and moving microscopic samples by capturing amplitude and phase information in a single shot. In this work, we present a compact, low-cost, real-time smartphone-based DHM system accelerated by GPUs. The system comprises a 3D-printed optical system using readily available image sensors and lasers, coupled with an Android app for hologram reconstruction, extracting amplitude and phase information. Results show a frame rate improvement of approximately 1.65x compared to a CPU-only system. This inexpensive, compact DHM, combining 3D-printed optics and smartphone-based reconstruction, offers a novel approach compared to existing systems and holds promise for fieldwork and remote diagnostics.

Publication Details

Journal
ArXiv.org
Published
2025-03-17
Primary Topic
Digital Holography and Microscopy
Type
article
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article

Introducing GPGPUs to smartphone-based digital holographic microscope for 3D imaging

ArXiv.org
Digital Holography and Microscopy
article

Introducing GPGPUs to smartphone-based digital holographic microscope for 3D imaging

article en

Abstract

Digital holography (DH) enables non-contact, noninvasive 3D imaging of transparent and moving microscopic samples by capturing amplitude and phase information in a single shot. In this work, we present a compact, low-cost, real-time smartphone-based DHM system accelerated by GPUs. The system comprises a 3D-printed optical system using readily available image sensors and lasers, coupled with an Android app for hologram reconstruction, extracting amplitude and phase information. Results show a frame rate improvement of approximately 1.65x compared to a CPU-only system. This inexpensive, compact DHM, combining 3D-printed optics and smartphone-based reconstruction, offers a novel approach compared to existing systems and holds promise for fieldwork and remote diagnostics.

ArXiv.org
Openalex Percentile: Top 52%
Digital Holography and Microscopy
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Introducing GPGPUs to smartphone-based digital holographic microscope for 3D imaging · ArXiv.org (2025) | TGRS Research Map | TGRS