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Quantitative phase gradient microscopy with spatially entangled photons
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  • Published: 24 February 2026

Quantitative phase gradient microscopy with spatially entangled photons

  • Yingwen Zhang  ORCID: orcid.org/0000-0002-7227-44521,2,3,
  • Paul-Antoine Moreau  ORCID: orcid.org/0000-0001-7628-58214,5,
  • Duncan England2,
  • Ebrahim Karimi  ORCID: orcid.org/0000-0002-8168-73041,2,3,6 &
  • …
  • Benjamin Sussman1,2,3 

Nature Communications , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Imaging and sensing
  • Phase-contrast microscopy
  • Quantum optics
  • Single photons and quantum effects

Abstract

We present an entanglement-based quantitative phase gradient microscopy technique that employs principles from quantum ghost imaging and ghost diffraction. In this method, a transparent sample is illuminated by both photons of an entangled pair–one detected in the near-field (position) and the other in the far-field (momentum). Due to the strong correlations offered by position-momentum entanglement, both conjugate observables can be inferred nonlocally, effectively enabling simultaneous access to the sample’s transmission and phase gradient information. This dual-domain measurement allows for the quantitative recovery of the full amplitude and phase profile of the sample. Unlike conventional classical and quantum phase imaging methods, our approach requires no interferometry, spatial scanning, microlens arrays, or iterative phase-retrieval algorithms, thereby circumventing many of their associated limitations. Furthermore, intrinsic temporal correlations between entangled photons provide robustness against dynamic and structured background light. We demonstrate quantitative phase and amplitude imaging with a spatial resolution of 2.76 μm and a phase sensitivity of λ/100 using femtowatts of illuminating power. This technique opens new possibilities for non-invasive imaging of photosensitive samples, wavefront sensing in adaptive optics, and imaging under complex lighting environments.

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Data availability

The raw data generated in this study are available from the corresponding authors upon request. Due to the large data size, public deposition is not feasible.

Code availability

The code for phase recovery from coincidence data and a sample dataset is available on Zenodo64.

References

  1. Zernike, F. Phase contrast, a new method for the microscopic observation of transparent objects. Physica 9, 686–698 (1942).

    Google Scholar 

  2. Zernike, F. How i discovered phase contrast. Science 121, 345–349 (1955).

    Google Scholar 

  3. Nguyen, T. L. et al. Quantitative phase imaging: Recent advances and expanding potential in biomedicine. ACS Nano 16, 11516–11544 (2022).

    Google Scholar 

  4. Chaumet, P. C., Bon, P., Maire, G., Sentenac, A. & Baffou, G. Quantitative phase microscopies: accuracy comparison. Light.: Sci. Appl. 13, 288 (2024).

    Google Scholar 

  5. Huang, Z. & Cao, L. Quantitative phase imaging based on holography: trends and new perspectives. Light.: Sci. Appl. 13, 145 (2024).

    Google Scholar 

  6. Shack, R. V. Production and use of a lenticular hartmann screen. Spring Meeting Opt. Soc. Am. 656, https://cir.nii.ac.jp/crid/1573387450670986240 (1971).

  7. Gong, H. et al. Optical path difference microscopy with a Shack–Hartmann wavefront sensor. Opt. Lett. 42, 2122–2125 (2017).

    Google Scholar 

  8. Streibl, N. Phase imaging by the transport equation of intensity. Opt. Commun. 49, 6–10 (1984).

    Google Scholar 

  9. Gerchberg, R. W. A practical algorithm for the determination of phase from image and diffraction plane pictures. Optik 35, 237–246 (1972).

    Google Scholar 

  10. Fienup, J. R. Phase retrieval algorithms: a comparison. Appl. Opt. 21, 2758–2769 (1982).

    Google Scholar 

  11. Zheng, G., Horstmeyer, R. & Yang, C. Wide-field, high-resolution Fourier ptychographic microscopy. Nat. Photonics 7, 739–745 (2013).

    Google Scholar 

  12. Tian, L. & Waller, L. 3d intensity and phase imaging from light field measurements in an led array microscope. Optica 2, 104–111 (2015).

    Google Scholar 

  13. Tian, L. & Waller, L. Quantitative differential phase contrast imaging in an led array microscope. Opt. Express 23, 11394–11403 (2015).

    Google Scholar 

  14. Mehta, S. B. & Sheppard, C. J. R. Quantitative phase-gradient imaging at high resolution with asymmetric illumination-based differential phase contrast. Opt. Lett. 34, 1924–1926 (2009).

    Google Scholar 

  15. Genovese, M. Real applications of quantum imaging. J. Opt. 18, 073002 (2016).

    Google Scholar 

  16. Berchera, I. R. & Degiovanni, I. P. Quantum imaging with sub-Poissonian light: challenges and perspectives in optical metrology. Metrologia 56, 024001 (2019).

    Google Scholar 

  17. Moreau, P.-A., Toninelli, E., Gregory, T. & Padgett, M. J. Imaging with quantum states of light. Nat. Rev. Phys. 1, 367–380 (2019).

    Google Scholar 

  18. Degen, C. L., Reinhard, F. & Cappellaro, P. Quantum sensing. Rev. Mod. Phys. 89, 035002 (2017).

    Google Scholar 

  19. Pirandola, S., Bardhan, B. R., Gehring, T., Weedbrook, C. & Lloyd, S. Advances in photonic quantum sensing. Nat. Photonics 12, 724–733 (2018).

    Google Scholar 

  20. Yu, W.-K. et al. Experimental first-photon visualization of quantum erasure with hybrid entanglement. Laser Photonics Rev. n/a, e01816 (2025).

    Google Scholar 

  21. Tsang, M. Quantum imaging beyond the diffraction limit by optical centroid measurements. Phys. Rev. Lett. 102, 253601 (2009).

    Google Scholar 

  22. Shin, H., Chan, K. W. C., Chang, H. J. & Boyd, R. W. Quantum spatial superresolution by optical centroid measurements. Phys. Rev. Lett. 107, 083603 (2011).

    Google Scholar 

  23. Rozema, L. A. et al. Scalable spatial superresolution using entangled photons. Phys. Rev. Lett. 112, 223602 (2014).

    Google Scholar 

  24. Unternährer, M., Bessire, B., Gasparini, L., Perenzoni, M. & Stefanov, A. Super-resolution quantum imaging at the Heisenberg limit. Optica 5, 1150–1154 (2018).

    Google Scholar 

  25. Tenne, R. et al. Super-resolution enhancement by quantum image scanning microscopy. Nat. Photonics 13, 116–122 (2019).

    Google Scholar 

  26. Brida, G., Genovese, M. & Ruo Berchera, I. Experimental realization of sub-shot-noise quantum imaging. Nat. Photonics 4, 227 (2010).

    Google Scholar 

  27. Samantaray, N., Ruo-Berchera, I., Meda, A. & Genovese, M. Realization of the first sub-shot-noise wide field micscope. Light Sci. Appl. 6, e17005 (2017).

    Google Scholar 

  28. Zhang, Y. et al. Multidimensional quantum-enhanced target detection via spectrotemporal-correlation measurements. Phys. Rev. A 101, 053808 (2020).

    Google Scholar 

  29. Defienne, H., Zhao, J., Charbon, E. & Faccio, D. Full-field quantum imaging with a single-photon avalanche diode camera. Phys. Rev. A 103, 042608 (2021).

    Google Scholar 

  30. Zhao, J. et al. Light detection and ranging with entangled photons. Opt. Express 30, 3675–3683 (2022).

    Google Scholar 

  31. Aspden, R. S. et al. Photon-sparse microscopy: visible light imaging using infrared illumination. Optica 2, 1049–1052 (2015).

    Google Scholar 

  32. Ryan, D. P. et al. Infrared quantum ghost imaging of living and undisturbed plants. Optica 11, 1261–1267 (2024).

    Google Scholar 

  33. Nasr, M. B., Saleh, B. E. A., Sergienko, A. V. & Teich, M. C. Demonstration of dispersion-canceled quantum-optical coherence tomography. Phys. Rev. Lett. 91, 083601 (2003).

    Google Scholar 

  34. Yepiz-Graciano, P. et al. Quantum optical coherence microscopy for bioimaging applications. Phys. Rev. Appl. 18, 034060 (2022).

    Google Scholar 

  35. Zhang, Y., England, D. & Sussman, B. Snapshot hyperspectral imaging with quantum correlated photons. Opt. Express 31, 2282–2291 (2023).

    Google Scholar 

  36. Pepe, F. V., Di Lena, F., Garuccio, A., Scarcelli, G. & D’Angelo, M. Correlation plenoptic imaging with entangled photons. Technologies 4, https://www.mdpi.com/2227-7080/4/2/17 (2016).

  37. Zhang, Y., Orth, A., England, D. & Sussman, B. Ray tracing with quantum correlated photons to image a three-dimensional scene. Phys. Rev. A 105, L011701 (2022).

    Google Scholar 

  38. Zhang, Y., England, D., Orth, A., Karimi, E. & Sussman, B. Quantum light-field microscopy for volumetric imaging with extreme depth of field. Phys. Rev. Appl. 21, 024029 (2024).

    Google Scholar 

  39. Ono, T., Okamoto, R. & Takeuchi, S. An entanglement-enhanced microscope. Nat. Commun. 4, 2426 (2013).

    Google Scholar 

  40. Israel, Y., Rosen, S. & Silberberg, Y. Supersensitive polarization microscopy using noon states of light. Phys. Rev. Lett. 112, 103604 (2014).

    Google Scholar 

  41. Black, A. N. et al. Quantum-enhanced phase imaging without coincidence counting. Optica 10, 952–958 (2023).

    Google Scholar 

  42. Defienne, H., Ndagano, B., Lyons, A. & Faccio, D. Polarization entanglement-enabled quantum holography. Nat. Phys. 17, 591–597 (2021).

    Google Scholar 

  43. Thekkadath, G. et al. Intensity interferometry for holography with quantum and classical light. Sci. Adv. 9, eadh1439 (2023).

    Google Scholar 

  44. Abouraddy, A. F., Stone, P. R., Sergienko, A. V., Saleh, B. E. A. & Teich, M. C. Entangled-photon imaging of a pure phase object. Phys. Rev. Lett. 93, 213903 (2004).

    Google Scholar 

  45. Sephton, B., Nape, I., Moodley, C., Francis, J. & Forbes, A. Revealing the embedded phase in single-pixel quantum ghost imaging. Optica 10, 286–291 (2023).

    Google Scholar 

  46. Lu, C.-H., Reichert, M., Sun, X. & Fleischer, J. W. Quantum phase imaging using spatial entanglement (2015). 1509.01227.

  47. Ortolano, G. et al. Quantum enhanced non-interferometric quantitative phase imaging. Light.: Sci. Appl. 12, 171 (2023).

    Google Scholar 

  48. Aidukas, T., Konda, P. C., Harvey, A. R., Padgett, M. J. & Moreau, P.-A. Phase and amplitude imaging with quantum correlations through Fourier ptychography. Sci. Rep. 9, 10445 (2019).

    Google Scholar 

  49. Hodgson, H., Zhang, Y., England, D. & Sussman, B. Reconfigurable phase contrast microscopy with correlated photon pairs. Appl. Phys. Lett. 122, 034001 (2023).

    Google Scholar 

  50. Zheng, Y. et al. Characterizing biphoton spatial wave function dynamics with quantum wavefront sensing. Phys. Rev. Lett. 133, 033602 (2024).

    Google Scholar 

  51. Dehghan, N., D’Errico, A., Colandrea, F. D. & Karimi, E. Biphoton state reconstruction via phase retrieval methods. Optica 11, 1115–1123 (2024).

    Google Scholar 

  52. Law, C. K. & Eberly, J. H. Analysis and interpretation of high transverse entanglement in optical parametric down conversion. Phys. Rev. Lett. 92, 127903 (2004).

    Google Scholar 

  53. Chan, K. W., Torres, J. P. & Eberly, J. H. Transverse entanglement migration in hilbert space. Phys. Rev. A 75, 050101 (2007).

    Google Scholar 

  54. Schneeloch, J. & Howell, J. C. Introduction to the transverse spatial correlations in spontaneous parametric down-conversion through the biphoton birth zone. J. Opt. 18, 053501 (2016).

    Google Scholar 

  55. Nomerotski, A. Imaging and time stamping of photons with nanosecond resolution in timepix based optical cameras. Nucl. Instrum. Methods Phys. Res. Sect. A: Accelerators, Spectrometers, Detect. Associated Equip. 937, 26–30 (2019).

    Google Scholar 

  56. https://kt.cern/technologies/timepix3.

  57. Frankot, R. & Chellappa, R. A method for enforcing integrability in shape from shading algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 10, 439–451 (1988).

    Google Scholar 

  58. https://benchmarktech.com/quantitativephasemicroscop/.

  59. Gul, B., Ashraf, S., Khan, S., Nisar, H. & Ahmad, I. Cell refractive index: Models, insights, applications and future perspectives. Photodiagnosis Photodyn. Ther. 33, 102096 (2021).

    Google Scholar 

  60. England, D. G., Balaji, B. & Sussman, B. J. Quantum-enhanced standoff detection using correlated photon pairs. Phys. Rev. A 99, 023828 (2019).

    Google Scholar 

  61. Vidyapin, V., Zhang, Y., England, D. & Sussman, B. Characterisation of a single photon event camera for quantum imaging. Sci. Rep. 13, 1009 (2023).

    Google Scholar 

  62. Wollman, E. E. et al. Kilopixel array of superconducting nanowire single-photon detectors. Opt. Express 27, 35279–35289 (2019).

    Google Scholar 

  63. Oripov, B. G. et al. A superconducting nanowire single-photon camera with 400,000 pixels. Nature 622, 730–734 (2023).

    Google Scholar 

  64. Zhang, Y., Moreau, P.-A., England, D., Karimi, E. & Sussman, B. Quantitative phase gradient microscopy with spatially entangled photons. https://doi.org/10.5281/zenodo.18393956 (2026).

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Acknowledgements

This work was supported by NRC-uOttawa Joint Centre for Extreme Quantum Photonics (JCEP) via the Quantum Sensors Challenge Program at the National Research Council of Canada (E.K., B.S.), Quantum Enhanced Sensing and Imaging (QuEnSI) Alliance Consortia Quantum grant (E.K., B.S.), the Canada Research Chair (CRC) Program (E.K.) and from the Ministry of Education (MOE), Taiwan, under the Yushan Fellow Program (P.-A.M.), and from the National Science and Technology Council (NSTC), Taiwan (114-2112-M-006-023 P.-A.M.).

Author information

Authors and Affiliations

  1. Nexus for Quantum Technologies, University of Ottawa, Ottawa, Canada

    Yingwen Zhang, Ebrahim Karimi & Benjamin Sussman

  2. National Research Council of Canada, Ottawa, Canada

    Yingwen Zhang, Duncan England, Ebrahim Karimi & Benjamin Sussman

  3. Joint Centre for Extreme Photonics, National Research Council and University of Ottawa, Ottawa, ON, Canada

    Yingwen Zhang, Ebrahim Karimi & Benjamin Sussman

  4. Department of Physics, National Cheng Kung University, Tainan, Taiwan

    Paul-Antoine Moreau

  5. Center for Quantum Frontiers of Research and Technology, NCKU, Tainan, Taiwan

    Paul-Antoine Moreau

  6. Institute for Quantum Studies, Chapman University, Orange, CA, USA

    Ebrahim Karimi

Authors
  1. Yingwen Zhang
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Contributions

Y.Z. performed the experiment and conducted the data analysis. Y.Z., P.-A.M. and D.E. conceived the idea. E.K. and B.S. secured the funding and supervised the project. All authors contributed to writing the manuscript.

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Correspondence to Yingwen Zhang or Paul-Antoine Moreau.

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Zhang, Y., Moreau, PA., England, D. et al. Quantitative phase gradient microscopy with spatially entangled photons. Nat Commun (2026). https://doi.org/10.1038/s41467-026-69881-4

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  • Received: 08 September 2025

  • Accepted: 12 February 2026

  • Published: 24 February 2026

  • DOI: https://doi.org/10.1038/s41467-026-69881-4

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