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Dr Qi Hu

Qi Hu DPhil MEng

Dr

Schmidt AI in Science Postdoctoral Research Fellow

COLLEGE: Reuben College

Biography

Dr Qi Hu read for a degree in Engineering Science at St. Hilda’s College, Oxford, from 2013-7. Her doctoral work in adaptive optics for corrections of phase and polarisation state aberrations in microscopes was done in the Department of Engineering Science at the University of Oxford from 2017-21, during which time she was also a member of St. Hilda’s College. She was awarded the EPSRC IAA Doctoral Impact Scheme grant in 2021. She was elected to a Schmidt AI in Science fellow and an associate research fellow at Reuben College in 2023. Her work focuses on integrating AI techniques into optical hardware control to develop next-generation imaging systems.

Research Interests

  • Optical microscopy
  • Machine learning techniques
ORCiD

Related Academics

Publications

Benchmarking the Non-Paraxial Beam Propagation Method for Deep-Tissue Microscopy

Ramakrishnan PK, Hu Q & Munro PRT (2025), IEEE Access, 13, 96046-96055

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BibTeX View PDF
@article{benchmarkingthe-2025/1,
  title={Benchmarking the Non-Paraxial Beam Propagation Method for Deep-Tissue Microscopy},
  author={Ramakrishnan PK, Hu Q & Munro PRT},
  journal={IEEE Access},
  volume={13},
  pages={96046-96055},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2025"
}

Two Photon Adaptive Microscopy Using Walsh Mode Based Neural Network Aberration Estimation

Xiao Y, Hu Q & Booth MJ (2024), Adaptive Optics: Methods, Analysis and Applications, AOMS 2024 in Proceedings Optica Imaging Congress 2024, 3D, AOMS, COSI, ISA, pcAOP - Part of Optica Imaging Congress

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@inproceedings{twophotonadapti-2024/1,
  title={Two Photon Adaptive Microscopy Using Walsh Mode Based Neural Network Aberration Estimation},
  author={Xiao Y, Hu Q & Booth MJ},
  year = "2024"
}

Universal adaptive optics for microscopy through embedded neural network control

Hu Q, Hailstone M, Wang J, Wincott M, Stoychev D et al. (2023), Light: Science and Applications, 12(1)

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BibTeX View PDF
@article{universaladapti-2023/11,
  title={Universal adaptive optics for microscopy through embedded neural network control},
  author={Hu Q, Hailstone M, Wang J, Wincott M, Stoychev D et al.},
  journal={Light: Science and Applications},
  volume={12},
  number={270},
  publisher={Springer Nature},
  year = "2023"
}

Universal adaptive optics for microscopy through embedded neural network control

Booth M, Hu Q, Hailstone M, Wang J, Wincott M et al. (2023)

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BibTeX View PDF
@misc{universaladapti-2023/,
  title={Universal adaptive optics for microscopy through embedded neural network control},
  author={Booth M, Hu Q, Hailstone M, Wang J, Wincott M et al.},
  year = "2023"
}

Asymptotic behaviour of the Strehl ratio in the presence of Zernike polynomial aberrations

Booth M & Hu Q (2022), Asian Journal of Physics, 30(8-9), 1377-1386

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BibTeX
@article{asymptoticbehav-2022/8,
  title={Asymptotic behaviour of the Strehl ratio in the presence of Zernike polynomial aberrations},
  author={Booth M & Hu Q},
  journal={Asian Journal of Physics},
  volume={30},
  pages={1377-1386},
  publisher={Anita Publications},
  year = "2022"
}

The lattice geometry of Walsh-function-based adaptive optics

Hu Q, Xiao Y, Cui J, Turcotte R & Booth MJ (2022), Photonics, 9(8)

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BibTeX View PDF
@article{thelatticegeome-2022/8,
  title={The lattice geometry of Walsh-function-based adaptive optics},
  author={Hu Q, Xiao Y, Cui J, Turcotte R & Booth MJ},
  journal={Photonics},
  volume={9},
  number={547},
  publisher={MDPI},
  year = "2022"
}

Efficient and versatile aberration correction through sensorless adaptive optics

Hu Q, Hailstone M & Booth M (2022), Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXIX

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BibTeX View PDF
@inproceedings{efficientandver-2022/3,
  title={Efficient and versatile aberration correction through sensorless adaptive optics},
  author={Hu Q, Hailstone M & Booth M},
  booktitle={SPIE BiOS 2022},
  year = "2022"
}

Vectorial adaptive optics: correcting both polarization and phase

He C, Antonello J & Booth MJ (2022), Progress in Biomedical Optics and Imaging, 11969, 1196904-1196904

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@inproceedings{vectorialadapti-2022/3,
  title={Vectorial adaptive optics: correcting both polarization and phase},
  author={He C, Antonello J & Booth MJ},
  booktitle={Adaptive Optics and Wavefront Control for Biological Systems VIII},
  pages={1196904-1196904},
  year = "2022"
}

Efficient and versatile sensorless aberration correction for adaptive microscopy

Hu Q & Booth MJ (2022), Optics InfoBase Conference Papers

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BibTeX
@inproceedings{efficientandver-2022/1,
  title={Efficient and versatile sensorless aberration correction for adaptive microscopy},
  author={Hu Q & Booth MJ},
  year = "2022"
}

Arbitrary complex retarders using a sequence of spatial light modulatorsas the basis for adaptive polarisation compensation

Hu Q, He C & Booth M (2021), Journal of Optics, 23(6)

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BibTeX View PDF
@article{arbitrarycomple-2021/5,
  title={Arbitrary complex retarders using a sequence of spatial light modulatorsas the basis for adaptive polarisation compensation},
  author={Hu Q, He C & Booth M},
  journal={Journal of Optics},
  volume={23},
  number={065602},
  publisher={IOP Publishing},
  year = "2021"
}
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