Dr. Martin Hailstone Profile

Dr. Martin Hailstone

at Univ of Oxford

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Publications (2)

Proceedings Article | 16 March 2023 Presentation

A universal method for sensorless adaptive microscopy: a physics-embedded machine learning approach (Conference Presentation)

Qi Hu, Martin Hailstone, Jingyu Wang, Matthew Wincott, Huriye Antilgan, Richard Parton, Danail Stoychev, Jacopo Antonello, Adam Packer, Martin Booth

Proceedings Volume PC12388, PC1238802 (2023) https://doi.org/10.1117/12.2649347

KEYWORDS: Adaptive optics, Sensors, Machine learning, Microscopy, Point spread functions, Microscopes, Imaging systems, Wavefront sensors, Optical design, Brain imaging

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Proceedings Article | 2 March 2022 Presentation + Paper

Efficient and versatile aberration correction through sensorless adaptive optics

Qi Hu, Martin Hailstone, Martin Booth

Proceedings Volume 11966, 1196605 (2022) https://doi.org/10.1117/12.2610971

KEYWORDS: Aberration correction, Point spread functions, Adaptive optics, Image processing, Microscopes, Monochromatic aberrations, Microscopy, Machine learning

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