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Towards a mobile quantitative phase imaging microscope with smartphone phase-detection sensors.

Journal articles  - Journal Article
Bao, X; Hu, Z-D; Kreiss, L; Lerner, J; Horstmeyer, R
Published in: Biomedical optics express
April 2026

Quantitative phase imaging (QPI) enables the visualization and quantitative extraction of optical phase information from transparent samples. However, conventional QPI techniques typically rely on multi-frame acquisition or complex interferometric optical setups. In this work, we propose Quad-Pixel Phase Gradient Imaging (QP2GI), a single-shot quantitative phase imaging method based on commercial quad-pixel phase detection autofocus (PDAF) sensors that are now commonly utilized in modern smartphones. PDAF sensors include an array of small microlenses, wherein each microlens covers a 2 × 2 pixel group on the sensor. The sample's phase gradients induce focal spot displacements beneath each microlens, which in turn result in intensity imbalances across the four constituent pixels. By deriving the phase gradients of the sample from these imbalances, QP2GI reconstructs quantitative phase maps from a single exposure. We establish a light-propagation model to describe this process and evaluate its performance in a customized microscopic system. Experiments demonstrate that quantitative phase maps of microbeads and biological specimens can be reconstructed from a single acquisition. Furthermore, low-coherence illumination improves robustness by suppressing coherence-related noise. These results reveal the potential of quad-pixel PDAF sensors as cost-effective platforms for single-frame QPI.

Duke Scholars

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Published In

Biomedical optics express

DOI

EISSN

2156-7085

ISSN

2156-7085

Publication Date

April 2026

Volume

17

Issue

4

Start / End Page

1611 / 1631

Related Subject Headings

  • 5102 Atomic, molecular and optical physics
  • 4003 Biomedical engineering
  • 3212 Ophthalmology and optometry
 

Citation

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Bao, X., Hu, Z.-D., Kreiss, L., Lerner, J., & Horstmeyer, R. (2026). Towards a mobile quantitative phase imaging microscope with smartphone phase-detection sensors. Biomedical Optics Express, 17(4), 1611–1631. https://doi.org/10.1364/boe.589002
Bao, Xiangjiang, Zheng-da Hu, Lucas Kreiss, Josh Lerner, and Roarke Horstmeyer. “Towards a mobile quantitative phase imaging microscope with smartphone phase-detection sensors.” Biomedical Optics Express 17, no. 4 (April 2026): 1611–31. https://doi.org/10.1364/boe.589002.
Bao X, Hu Z-D, Kreiss L, Lerner J, Horstmeyer R. Towards a mobile quantitative phase imaging microscope with smartphone phase-detection sensors. Biomedical optics express. 2026 Apr;17(4):1611–31.
Bao, Xiangjiang, et al. “Towards a mobile quantitative phase imaging microscope with smartphone phase-detection sensors.” Biomedical Optics Express, vol. 17, no. 4, Apr. 2026, pp. 1611–31. Epmc, doi:10.1364/boe.589002.
Bao X, Hu Z-D, Kreiss L, Lerner J, Horstmeyer R. Towards a mobile quantitative phase imaging microscope with smartphone phase-detection sensors. Biomedical optics express. 2026 Apr;17(4):1611–1631.
Journal cover image

Published In

Biomedical optics express

DOI

EISSN

2156-7085

ISSN

2156-7085

Publication Date

April 2026

Volume

17

Issue

4

Start / End Page

1611 / 1631

Related Subject Headings

  • 5102 Atomic, molecular and optical physics
  • 4003 Biomedical engineering
  • 3212 Ophthalmology and optometry