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Higham, C. F. , Johnson, S. , Radwell, N., Padgett, M. J. and Murray-Smith, R. (2023) Efficient Bayesian deep inversion for depth prediction. Journal of Computational Dynamics, (Accepted for Publication)
Wan, Z., Yessenov, M. and Padgett, M. J. (2023) The propagation speed of optical speckle. Scientific Reports, 13, 9071. (doi: 10.1038/s41598-023-35990-z)
Xu, S., Kaul, C., Ge, X. and Murray-Smith, R. (2023) Continuous Interaction With a Smart Speaker via Low-Dimensional Embeddings of Dynamic Hand Pose. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10096097)
Mitchell, K., Kassem, K., Kaul, C., Kapitany, V., Binner, P., Ramsay, A. , Faccio, D. and Murray-Smith, R. (2023) mmSense: Detecting Concealed Weapons with a Miniature Radar Sensor. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes, Greece, 4-10 June 2023, ISBN 9781728163277 (doi: 10.1109/ICASSP49357.2023.10095884)
Kaul, C., Mitton, J., Dai, H. and Murray-Smith, R. (2023) Convolutional Point Transformer. In: 16th Asian Conference on Computer Vision (ACCV2022), Macau SAR, China, 4-8 December 2022, pp. 308-324. ISBN 9783031270659 (doi: 10.1007/978-3-031-27066-6_22)
Higham, C. F. and Bedford, A. (2023) Quantum deep learning by sampling neural nets with a quantum annealer. Scientific Reports, 13, 3939. (doi: 10.1038/s41598-023-30910-7)
Wolley, O., Mekhail, S., Moreau, P.-A. , Gregory, T., Gibson, G. , Leuchs, G. and Padgett, M.J. (2023) Near single-photon imaging in the shortwave infrared using homodyne detection. Proceedings of the National Academy of Sciences of the United States of America, 120(10), e2216678120. (doi: 10.1073/pnas.2216678120) (PMID:36857346)
Gibson, G. M. , Archibald, R., Main, M. and Kallepalli, A. (2023) Modular light sources for microscopy and beyond (ModLight). HardwareX, 13, e00385. (doi: 10.1016/j.ohx.2022.e00385) (PMID:36582478) (PMCID:PMC9793304)
Tragakis, A., Kaul, C., Murray-Smith, R. and Husmeier, D. (2023) The Fully Convolutional Transformer for Medical Image Segmentation. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV2023), Waikoloa, HI, USA, 03-07 Jan 2023, pp. 1022-1031. ISBN 9781665493468 (doi: 10.1109/WACV56688.2023.00365)
Courme, B., Cameron, P., Faccio, D. , Gigan, S. and Defienne, H. (2023) Manipulation and certification of high-dimensional entanglement through a scattering medium. PRX Quantum, 4(1), 010308. (doi: 10.1103/PRXQuantum.4.010308)
Toroš, M. , Cromb, M., Paternostro, M. and Faccio, D. (2022) Generation of entanglement from mechanical rotation. Physical Review Letters, 129(26), 260401. (doi: 10.1103/PhysRevLett.129.260401) (PMID:36608206)
Shields, T., Dada, A. C. , Hirsch, L., Yoon, S., Weaver, J. M. R., Faccio, D. , Caspani, L., Peccianti, M. and Clerici, M. (2022) Electro-optical sampling of single-cycle Thz fields with single-photon detectors. Sensors, 22(23), 9432. (doi: 10.3390/s22239432)
Belwanshi, V. , Prasad, A. , Toland, K. , Middlemiss, R. , Paul, D. and Hammond, G. (2022) Investigation of temperature sensitivity of a MEMS gravimeter based on geometric anti-spring. Review of Scientific Instruments, 93(12), 125002. (doi: 10.1063/5.0114664) (PMID:36586950)
Main, M., Pilkington, R. J.J., Gibson, G. M. and Kallepalli, A. (2022) Simulated assessment of light transport through ischaemic skin flaps. British Journal of Oral and Maxillofacial Surgery, 60(7), pp. 969-973. (doi: 10.1016/j.bjoms.2022.03.004) (PMID:35568579)
Higham, C. F. , Higham, D. J. and Tudisco, F. (2022) Core-periphery Partitioning and Quantum Annealing. In: KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, D.C., USA, 14-18 Aug 2022, pp. 565-573. ISBN 9781450393850 (doi: 10.1145/3534678.3539261)
Murray-Smith, R. , Williamson, J. H. and Tonolini, F. (2022) Human–computer interaction design and inverse problems. In: Williamson, J. H., Oulasvirta, A., Kristensson, P. O. and Banovic, N. (eds.) Bayesian Methods for Interaction and Design. Cambridge University Press, pp. 212-236. ISBN 9781108834995 (doi: 10.1017/9781108874830.010)
Williamson, J. H. , Oulasvirta, A., Kristensson, P. O. and Banovic, N. (Eds.) (2022) Bayesian Methods for Interaction and Design. Cambridge University Press, pp. 212-236. ISBN 9781108834995
Prasad, A. , Middlemiss, R. P. , Noack, A., Anastasiou, K., Bramsiepe, S. G. , Toland, K. , Utting, P. R., Paul, D. J. and Hammond, G. D. (2022) A 19 day earth tide measurement with a MEMS gravimeter. Scientific Reports, 12, 13091. (doi: 10.1038/s41598-022-16881-1) (PMID:35906251) (PMCID:PMC9338064)
Wang, J. , Chen, Y., Al Khafaji, M. A., Svensson, S. J., Yang, X., Wang, C., Gao, H., Cisowski, C. M. and Franke-Arnold, S. (2022) Exploring the ellipticity dependency on vector helical Ince-Gaussian beams and their focusing properties. Optics Express, 30(14), pp. 24497-24506. (doi: 10.1364/OE.462105)
Lin, P.-C., Gibson, G. M. and Padgett, M. J. (2022) Real-time visualisation and optimisation of acoustic waves carrying orbital angular momentum. Journal of Physics A: Mathematical and Theoretical, 55(26), 264007. (doi: 10.1088/1751-8121/ac717f)
Al Khafaji, M.A., Cisowski, C.M., Jimbrown, H., Croke, S. , Pádua, S. and Franke-Arnold, S. (2022) Single-shot characterization of vector beams by generalized measurements. Optics Express, 30(13), pp. 22396-22409. (doi: 10.1364/OE.458352) (PMID:36224938)
Wolley, O., Gregory, T., Beer, S., Higuchi, T. and Padgett, M. (2022) Quantum imaging with a photon counting camera. Scientific Reports, 12, 8286. (doi: 10.1038/s41598-022-10037-x) (PMID:35585160) (PMCID:PMC9117684)
Ndagano, B. , Defienne, H. , Branford, D., Shah, Y. D. , Lyons, A. , Westerberg, N. , Gauger, E. M. and Faccio, D. (2022) Quantum microscopy based on Hong-Ou-Mandel interference. Nature Photonics, 16(5), pp. 384-389. (doi: 10.1038/s41566-022-00980-6)
Belwanshi, V. , Prasad, A. , Toland, K. , Anastasiou, K., Bramsiepe, S. , Middlemiss, R. , Paul, D. J. and Hammond, G. D. (2022) A Simulation Study of the Temperature Sensitivity and Impact of Fabrication Tolerances on the Performance of a Geometric Anti-Spring Based MEMS Gravimeter. In: 9th International Symposium on Inertial Sensors and Systems (INERTIAL 2022), Avignon, France, 8-11 May 2022, ISBN 9781665402828 (doi: 10.1109/INERTIAL53425.2022.9787761)
Middlemiss, R. P. et al. (2022) A MEMS Gravimeter with Multi-Axis Gravitational Sensitivity. In: 9th International Symposium on Inertial Sensors and Systems (INERTIAL 2022), Avignon, France, 8-11 May 2022, ISBN 9781665402828 (doi: 10.1109/INERTIAL53425.2022.9787754)
Maclure, D. M. et al. (2022) 10 Gbps wavelength division multiplexing using UV-A, UV-B, and UV-C micro-LEDs. Photonics Research, 10(2), pp. 516-523. (doi: 10.1364/PRJ.445984)
Rusu, M. M., Schött, S. Y., Williamson, J. H. , Schmidt, A. and Murray-Smith, R. (2022) Low‐dimensional embeddings for interaction design. Advanced Intelligent Systems, 4(2), 2100045. (doi: 10.1002/aisy.202100045)
Gabbard, H., Messenger, C. , Heng, I. S. , Tonolini, F. and Murray-Smith, R. (2022) Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy. Nature Physics, 18(1), pp. 112-117. (doi: 10.1038/s41567-021-01425-7)
Kallepalli, A. et al. (2022) Challenging point scanning across electron microscopy and optical imaging using computational imaging. Intelligent Computing, 2022, 0001. (doi: 10.34133/icomputing.0001)
Stellinga, D., Phillips, D. B., Mekhail, S. P., Selyem, A., Turtaev, S., Čižmár, T. and Padgett, M. J. (2021) Time-of-flight 3D imaging through multimode optical fibers. Science, 374(6573), pp. 1395-1399. (doi: 10.1126/science.abl3771)
Gregory, T., Moreau, P.-A. , Mekhail, S., Wolley, O. and Padgett, M.J. (2021) Noise rejection through an improved quantum illumination protocol. Scientific Reports, 11, 21841. (doi: 10.1038/s41598-021-01122-8) (PMID:34750423) (PMCID:PMC8575956)
Mora-Martín, G., Turpin, A. , Ruget, A., Halimi, A., Henderson, R., Leach, J. and Gyongy, I. (2021) High-speed object detection with a single-photon time-of-flight image sensor. Optics Express, 29(21), pp. 33184-33196. (doi: 10.1364/OE.435619) (PMID:34809135)
Archibald, R., Gibson, G. M. , Westlake, S. T. and Kallepalli, A. (2021) Open-source microscopic solution for classification of biological samples. In: Proceedings SPIE 11879, Frontiers in Biophotonics and Imaging (SPIE PHOTONEX), Glasgow, Scotland, United Kingdom, 28 September - 1 October 2021, 118790D. (doi: 10.1117/12.2599435)
Kallepalli, A. , Innes, J., Gibson, G. M. and Padgett, M. J. (2021) Single-pixel imaging pattern sets and their implications on scene reconstruction. In: Proceedings SPIE 11881, Quantum Technology: Driving Commercialisation of an Enabling Science II (SPIE Photonex), Glasgow, Scotland, United Kingdom, 28 September - 1 October 2021, 18810X. (doi: 10.1117/12.2601228)
Prasad, A. , Middlemiss, R. P. , Anastasiou, K., Bramsiepe, S. G. , Noack, A., Paul, D. J. , Toland, K. , Utting, P. R. and Hammond, G. D. (2021) A Nineteen Day Earth Tide Measurement with a MEMS Gravimeter. arXiv, (Unpublished)
Kallepalli, A. , Innes, J. and Padgett, M. J. (2021) Compressed sensing in the far-field of the spatial light modulator in high noise conditions. Scientific Reports, 11, 17460. (doi: 10.1038/s41598-021-97072-2) (PMID:34465854) (PMCID:PMC8408209)
O'Donnell, L., Padgett, M. J. and Johnson, S. D. (2021) Optimising backscatter from multiple beam interference. Optics Express, 29(6), pp. 8770-8776. (doi: 10.1364/OE.420384)
Middlemiss, R. P. , Campsie, P., Cunningham, W. , Douglas, R., McIvor, V., Hough, J. , Rowan, S. , Paul, D. J. , Prasad, A. and Hammond, G. D. (2021) A MEMS gravimeter with multi-axis gravitational sensitivity. arXiv, (Unpublished)
Ndagano, B. , Defienne, H. , Lyons, A. , Starshynov, I. , Villa, F., Tisa, S. and Faccio, D. (2020) Imaging and certifying high-dimensional entanglement with a single-photon avalanche diode camera. npj Quantum Information, 6, 94. (doi: 10.1038/s41534-020-00324-8)
Ferre Llin, L. et al. (2020) High sensitivity Ge-on-Si single-photon avalanche diode detectors. Optics Letters, 45(23), pp. 6406-6409. (doi: 10.1364/OL.396756)
Radford, J. , Lyons, A. , Tonolini, F. and Faccio, D. (2020) Role of late photons in diffuse optical imaging. Optics Express, 28(20), pp. 29486-29495. (doi: 10.1364/OE.402503)
Gibson, G. M. , Johnson, S. D. and Padgett, M. (2020) Single-pixel imaging 12 years on: a review. Optics Express, 28(19), pp. 28190-28208. (doi: 10.1364/OE.403195)
Tonolini, F., Radford, J. , Turpin, A. , Faccio, D. and Murray-Smith, R. (2020) Variational inference for computational imaging inverse problems. Journal of Machine Learning Research, 21(179), pp. 1-46.
Johnson, S. D. , Moreau, P.-A. , Gregory, T. and Padgett, M. J. (2020) How many photons does it take to form an image? Applied Physics Letters, 116(26), 260504. (doi: 10.1063/5.0009493)
Cohen, C. , Higham, C. F. and Nabi, S. W. (2020) Deep learnability: using neural networks to quantify language similarity and learnability. Frontiers in Artificial Intelligence, 3, 43. (doi: 10.3389/frai.2020.00043)
Shah, Y. D. et al. (2020) Ultralow-light-level color image reconstruction using high-efficiency plasmonic metasurface mosaic filters. Optica, 7(6), pp. 632-639. (doi: 10.1364/OPTICA.389905)
Zhang, Y. , Gibson, G. M. , Edgar, M. P., Hammond, G. and Padgett, M. (2020) Dual-band single-pixel telescope. Optics Express, 28(12), pp. 18180-18188. (doi: 10.1364/OE.392522)
Zheng, Y., Sun, M.-J., Wang, Z.-G. and Faccio, D. (2020) Computational 4D imaging of light-in-flight with relativistic effects. Photonics Research, 8(7), p. 1072. (doi: 10.1364/prj.390417)
Nutt, K. J. , Hempler, N., Maker, G. T., Malcolm, G. P.A., Padgett, M. J. and Gibson, G. M. (2020) Developing a portable gas imaging camera using highly tunable active-illumination and computer vision. Optics Express, 28(13), pp. 18566-18576. (doi: 10.1364/OE.389634)
Kirdoda, J. , Dumas, D. C.S., Millar, R. W. , Mirza, M. M. , Paul, D. J. , Kuzmenko, K., Vines, P., Greener, Z. and Buller, G. S. (2020) Geiger Mode Ge-on-Si Single-Photon Avalanche Diode Detectors. In: 2019 IEEE 2nd British and Irish Conference on Optics and Photonics (BICOP), London, UK, 11-13 Dec 2019, ISBN 9781728149486 (doi: 10.1109/BICOP48819.2019.9059574)
Hawley, R.D., Offer, R., Radwell, N. and Franke-Arnold, S. (2020) Tight Focal Spots Using Azimuthally Polarised Light From a Fresnel Cone. SPIE Photonics Europe 2020, 06-10 Apr 2020. ISBN 9781510634909 (doi: 10.1117/12.2559535)
Prabhakar, S. et al. (2020) Two-photon quantum interference and entanglement at 2.1 μm. Science Advances, 6(13), eaay5195. (doi: 10.1126/sciadv.aay5195)
Gregory, T., Moreau, P.-A. , Toninelli, E. and Padgett, M. J. (2020) Imaging through noise with quantum illumination. Science Advances, 6(6), eaay2652. (doi: 10.1126/sciadv.aay2652) (PMID:32083179) (PMCID:PMC7007263)
Kuzmenko, K. et al. (2020) 3D LIDAR imaging using Ge-on-Si single–photon avalanche diode detectors. Optics Express, 28(2), pp. 1330-1344. (doi: 10.1364/OE.383243)
Harnchaiwat, N., Zhu, F., Westerberg, N. , Gauger, E. and Leach, J. (2020) Tracking the polarisation state of light via Hong-Ou-Mandel interferometry. Optics Express, 28(2), pp. 2210-2220. (doi: 10.1364/OE.382622) (PMID:32121916)
Harnchaiwat, N., Zhu, F., Westerberg, N. , Gauger, E. and Leach, J. (2020) Tracking the polarisation state of light via Hong-Ou-Mandel interferometry. Optics Express, 28(2), pp. 2210-2220. (doi: 10.1364/oe.382622)
Alimi, Y., Pusino, V. , Steer, M. J. and Cumming, D.R.S. (2020) InSb avalanche photodiodes on GaAs substrates for mid-infrared detection. IEEE Transactions on Electron Devices, 67(1), pp. 179-184. (doi: 10.1109/TED.2019.2956283)
Taylor, G. G., Morozov, D. , Gemmell, N., Erotokritou, K., Miki, S., Terai, H. and Hadfield, R. (2019) Photon counting LIDAR at 2.3μm wavelength with superconducting nanowires. Optics Express, 27, 38147. (doi: 10.1364/OE.27.038147)
Higham, C. F. and Higham, D. J. (2019) Deep learning: an introduction for applied mathematicians. SIAM Review, 61(4), pp. 860-891. (doi: 10.1137/18M1165748)
Sabines-Chesterking, J., McMillan, A. R., Moreau, P. A. , Joshi, S. K., Knauer, S., Johnston, E., Rarity, J. G. and Matthews, J. C. F. (2019) Twin-beam sub-shot-noise raster-scanning microscope. Optics Express, 27(21), pp. 30810-30818. (doi: 10.1364/OE.27.030810) (PMID:31684324)
Johnson, S. D. , Ma, Z., Padgett, M. J. and Ramachandran, S. (2019) Measurement of the spin-orbit coupling interaction in ring-core optical fibers. OSA Continuum, 2(10), pp. 2975-2982. (doi: 10.1364/OSAC.2.002975)
Musarra, G., Lyons, A. , Conca, E., Altmann, Y., Villa, F., Zappa, F., Padgett, M.J. and Faccio, D. (2019) Non-line-of-sight three-dimensional imaging with a single-pixel xamera. Physical Review Applied, 12(1), 011002. (doi: 10.1103/PhysRevApplied.12.011002)
Moreau, P.-A. , Toninelli, E., Gregory, T. and Padgett, M. J. (2019) Imaging with quantum states of light. Nature Reviews Physics, 1(6), pp. 367-380. (doi: 10.1038/s42254-019-0056-0)
Chan, S., Halimi, A., Zhu, F., Gyongy, I., Henderson, R. K., Bowman, R., McLaughlin, S., Buller, G. S. and Leach, J. (2019) Long-range depth imaging using a single-photon detector array and non-local data fusion. Scientific Reports, 9, 8075. (doi: 10.1038/s41598-019-44316-x) (PMID:31147564) (PMCID:PMC6542841)
Cox, M. A., Toninelli, E., Cheng, L., Padgett, M. J. and Forbes, A. (2019) A high-speed, wavelength invariant, single-pixel wavefront sensor with a digital micromirror device. IEEE Access, 7, pp. 85860-85866. (doi: 10.1109/ACCESS.2019.2925972)
Radwell, N., Johnson, S. D. , Edgar, M. P., Higham, C. F. , Murray-Smith, R. and Padgett, M. J. (2019) Deep learning optimized single-pixel LiDAR. Applied Physics Letters, 115(23), 231101. (doi: 10.1063/1.5128621)
Altmann, Y., McLaughlin, S., Padgett, M. J. , Goyal, V. K., Hero, A. O. and Faccio, D. (2018) Quantum-inspired computational imaging. Science, 361(6403), eaat2298. (doi: 10.1126/science.aat2298) (PMID:30115781)
Wang, Y., Potoček, V., Barnett, S. M. and Feng, X. (2017) Programmable holographic technique for implementing unitary and nonunitary transformations. Physical Review A: Atomic, Molecular and Optical Physics, 95(3), 033827. (doi: 10.1103/PhysRevA.95.033827)