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2020

Advances in Single-Photon Lidar for Autonomous Vehicles: Working Principles, Challenges, and Recent Advances

Rapp, J., Tachella, J., Altmann, Y., McLaughlin, S. & Goyal, V. K., Jul 2020, In : IEEE Signal Processing Magazine. 37, 4, p. 62-71 10 p.

Research output: Contribution to journalArticle

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BER Performance of Spatial Modulation Systems under a Non-Stationary Massive MIMO Channel Model

Fu, Y., Wang, C-X., Fang, X., Yan, L. & McLaughlin, S., 2020, In : IEEE Access. 8, p. 44547-44558 12 p.

Research output: Contribution to journalArticle

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Expectation-propagation for weak radionuclide identification at radiation portal monitors

Altmann, Y., Di Fulvio, A., Paff, M. G., Clarke, S. D., Davies, M. E., McLaughlin, S., Hero, A. O. & Pozzi, S. A., 22 Apr 2020, In : Scientific Reports. 10, 6811.

Research output: Contribution to journalArticle

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Fast Online 3D Reconstruction of Dynamic Scenes From Individual Single-Photon Detection Events

Altmann, Y., McLaughlin, S. & Davies, M. E., 2020, In : IEEE Transactions on Image Processing. 29, p. 2666-2675 10 p.

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High-speed 3D sensing via hybrid-mode imaging and guided upsampling

Gyongy, I., Hutchings, S. W., Halimi, A., Tyler, M., Chan, S., Zhu, F., McLaughlin, S., Henderson, R. K. & Leach, J., 27 Jul 2020, (Accepted/In press) In : Optica.

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Image computing for fibre-bundle endomicroscopy: A review

Perperidis, A., Dhaliwal, K., McLaughlin, S. & Vercauteren, T., May 2020, In : Medical Image Analysis. 62, 101620.

Research output: Contribution to journalArticle

Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data

Chen, S., Halimi, A., Ren, X., McCarthy, A., Su, X., McLaughlin, S. & Buller, G. S., 2020, In : IEEE Transactions on Image Processing. 29, p. 3119-3131 13 p.

Research output: Contribution to journalArticle

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2019

A Hierarchical Bayesian Approach to Neutron Spectrum Unfolding with Organic Scintillators

Zhu, H., Altmann, Y., Di Fulvio, A., McLaughlin, S., Pozzi, S. & Hero, A. O., Oct 2019, In : IEEE Transactions on Nuclear Science. 66, 10, p. 2265-2274 10 p.

Research output: Contribution to journalArticle

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13 Downloads (Pure)

A Novel Algorithm for the Identification of Dirac Impulses from Filtered Noisy Measurements

Meignen, S., Legros, Q., Altmann, Y. & McLaughlin, S., Sep 2019, In : Signal Processing. 162, p. 268-281 14 p.

Research output: Contribution to journalArticle

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4 Downloads (Pure)

Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data

Tachella, J., Altmann, Y., Ren, X., McCarthy, A., Buller, G. S., McLaughlin, S. & Tourneret, J-Y., 14 Mar 2019, In : SIAM Journal on Imaging Sciences . 12, 1, p. 521-550 30 p.

Research output: Contribution to journalArticle

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Bayesian 3D Reconstruction of Subsampled Multispectral Single-photon Lidar Signals

Tachella, J., Altmann, Y., Márquez, M., Arguello-Fuentes, H., Tourneret, J-Y. & McLaughlin, S., 29 Aug 2019, (Accepted/In press) In : IEEE Transactions on Computational Imaging.

Research output: Contribution to journalArticle

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5 Downloads (Pure)

Bayesian Bacterial Detection Using Irregularly Sampled Optical Endomicroscopy Images

Karam Mohammed Abdelkarim, A., Altmann, Y., Akram, A., McCool, P., Perperidis, A., Dhaliwal, K. & McLaughlin, S., Oct 2019, In : Medical Image Analysis. 57, p. 18-31 14 p.

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Long-range depth imaging using a single-photon detector array and non-local data fusion

Chan, S., Halimi, A., Zhu, F., Gyongy, I., Henderson, R. K., Bowman, R., McLaughlin, S., Buller, G. S. & Leach, J., 30 May 2019, In : Scientific Reports. 9, 8075.

Research output: Contribution to journalArticle

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34 Downloads (Pure)

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

Tachella, J., Altmann, Y., Mellado, N., McCarthy, A., Tobin, R., Buller, G. S., Tourneret, J-Y. & McLaughlin, S., 1 Nov 2019, In : Nature Communications. 10, 4984.

Research output: Contribution to journalArticle

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12 Downloads (Pure)

Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images

Halimi, A., Tobin, R., McCarthy, A., Bioucas-Dias, J. M., McLaughlin, S. & Buller, G. S., 7 Jul 2019, (Accepted/In press) In : IEEE Transactions on Computational Imaging.

Research output: Contribution to journalArticle

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116 Downloads (Pure)
2018

Artificial Intelligence to Manage Network Traffic of 5G Wireless Networks

Fu, Y., Wang, S., Wang, C-X., Hong, X. & McLaughlin, S., 29 Nov 2018, In : IEEE Network. 32, 6, p. 58-64 7 p.

Research output: Contribution to journalArticle

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67 Downloads (Pure)

Enhancing the recovery of a temporal sequence of images using joint deconvolution

Caramazza, P., Wilson, K., Gariépy, G., Leach, J., McLaughlin, S., Faccio, D. & Altmann, Y., 27 Mar 2018, In : Scientific Reports. 8, 5257.

Research output: Contribution to journalArticle

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23 Downloads (Pure)

High-resolution depth profiling using a range-gated CMOS SPAD quanta image sensor

Ren, X., Connolly, P. W. R., Halimi, A., Altmann, Y., McLaughlin, S., Gyongy, I., Henderson, R. K. & Buller, G. S., 5 Mar 2018, In : Optics Express. 26, 5, p. 5541-5557 17 p.

Research output: Contribution to journalArticle

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Long-range depth profiling of camouflaged targets using single-photon detection

Tobin, R., Halimi, A., McCarthy, A., Ren, X., McEwan, K. J., McLaughlin, S. & Buller, G. S., Mar 2018, In : Optical Engineering. 57, 3, 031303.

Research output: Contribution to journalArticle

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84 Downloads (Pure)

Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors

Wendt, H., Combrexelle, S., Altmann, Y., Tourneret, J-Y., McLaughlin, S. & Abry, P., 22 May 2018, In : SIAM Journal on Imaging Sciences . 11, 2, p. 1294–1316 23 p.

Research output: Contribution to journalArticle

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28 Downloads (Pure)

Quantum-inspired computational imaging

Altmann, Y., McLaughlin, S., Padgett, M. J., Goyal, V. K., Hero, A. O. & Faccio, D. F. A., 17 Aug 2018, In : Science. 361, 6403

Research output: Contribution to journalArticle

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132 Downloads (Pure)

Spectral classification of sparse photon depth images

Altmann, Y., Maccarone, A., McCarthy, A., McLaughlin, S. & Buller, G. S., 23 Feb 2018, In : Optics Express. 26, 5, p. 5514-5530 17 p.

Research output: Contribution to journalArticle

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Wavelength-time coding for multispectral 3D imaging using single-photon LiDAR

Ren, X., Altmann, Y., Tobin, R., McCarthy, A., McLaughlin, S. & Buller, G. S., 12 Nov 2018, In : Optics Express. 26, 23, p. 30146-30161

Research output: Contribution to journalArticle

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2017

A Bayesian Approach to Denoising of Single-Photon Binary Images

Altmann, Y., Aspden, R., Padgett, M. & McLaughlin, S., 12 May 2017, In : IEEE Transactions on Computational Imaging. 3, 3, p. 460-471 12 p.

Research output: Contribution to journalArticle

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14 Downloads (Pure)

Automated detection of uninformative frames in pulmonary optical endomicroscopy (OEM)

Perperidis, A., Akram, A., Altmann, Y., McCool, P., Westerfeld, J., Wilson, D., Dhaliwal, K. & McLaughlin, S., Jan 2017, In : IEEE Transactions on Biomedical Engineering. 64, 1, p. 87-98 12 p.

Research output: Contribution to journalArticle

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63 Downloads (Pure)

Characterization and modelling of inter-core coupling in coherent fiber bundles

Perperidis, A., Parker, H. E., Karam-Eldaly, A., Altmann, Y., Dhaliwal, K., Thomson, R. R., Tanner, M. G. & McLaughlin, S., 15 May 2017, In : Optics Express. 25, 10, 11932.

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30 Downloads (Pure)
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31 Downloads (Pure)

Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodelling Effects

Halimi, A., Bioucas-Dias, J. M., Dobigeon, N., Buller, G. S. & McLaughlin, S., Jun 2017, In : IEEE Transactions on Computational Imaging. 3, 2, p. 146-159

Research output: Contribution to journalArticle

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21 Downloads (Pure)

Fast tracking of hidden objects with single-pixel detectors

Chan, S., Warburton, R. E., Gariépy, G., Altmann, Y., McLaughlin, S., Leach, J. & Faccio, D. F. A., 20 Jul 2017, In : Electronics Letters. 53, 15, p. 1005-1008 4 p.

Research output: Contribution to journalArticle

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Observation of laser pulse propagation in optical fibers with a SPAD camera

Warburton, R. E., Aniculaesei, C., Clerici, M., Altmann, Y., Gariépy, G., McCracken, R. A., Reid, D. T., McLaughlin, S., Petrovich, M., Hayes, J., Henderson, R., Faccio, D. F. A. & Leach, J., 7 Mar 2017, In : Scientific Reports. 7, 8 p., 43302.

Research output: Contribution to journalArticle

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On Demodulation, Ridge Detection, and Synchrosqueezing for Multicomponent Signals

Meignen, S., Pham, D. H. & McLaughlin, S., 15 Apr 2017, In : IEEE Transactions on Signal Processing. 65, 8, p. 2093-2103 11 p.

Research output: Contribution to journalArticle

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2016

Adaptive multimode signal reconstruction from time-frequency representations

Meignen, S., Oberlin, T., Depalle, P., Flandrin, P. & McLaughlin, S., Apr 2016, In : Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 374, 2065, 20150205.

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Assessing the utility of autofluorescence-based pulmonary optical endomicroscopy to predict the malignant potential of solitary pulmonary nodules in humans

Seth, S., Akram, A. R., McCool, P., Westerfeld, J., Wilson, D., McLaughlin, S., Dhaliwal, K. & Williams, C. K. I., 23 Aug 2016, In : Scientific Reports. 6, 10 p., 31372.

Research output: Contribution to journalArticle

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Assessment of the Cost and Environmental Impact of Residential Demand-Side Management

McLaughlin, S., Tsagarakis, G., Thomson, C. R., Collin, A. J., Harrison, G. P. & Kiprakis, A. E., May 2016, In : IEEE Transactions on Industry Applications. 52, 3, p. 2486-2495 10 p.

Research output: Contribution to journalArticle

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193 Downloads (Pure)
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SERS as a tool for in vitro toxicology

Fisher, K. M., McLeish, J. A., Jamieson, L. E., Jiang, J., Hopgood, J. R., McLaughlin, S., Donaldson, K. & Campbell, C. J., 1 Jun 2016, In : Faraday Discussions. 187, p. 501-520 20 p.

Research output: Contribution to journalArticle

2015

A survey of stochastic simulation and optimization methods in signal processing

Pereyra, M., Schniter, P., Chouzenoux, E., Pesquet, J-C., Tourneret, J-Y., Hero, A. & McLaughlin, S., 2 Nov 2015, In : IEEE Journal of Selected Topics in Signal Processing. 10, 2, p. 224-241 18 p.

Research output: Contribution to journalArticle

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134 Downloads (Pure)

Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation

Combrexelle, S., Wendt, H., Dobigeon, N., Tourneret, J-Y., McLaughlin, S. & Abry, P., 1 Aug 2015, In : IEEE Transactions on Image Processing. 24, 8, p. 2540-2551 12 p., 7094286.

Research output: Contribution to journalArticle

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Exploiting information geometry to improve the convergence of nonparametric active contours

Pereyra, M., Batatia, H. & McLaughlin, S., Mar 2015, In : IEEE Transactions on Image Processing. 24, 3, p. 836-845 10 p., 6990574.

Research output: Contribution to journalArticle

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277 Downloads (Pure)

Identifying the dominant prostate cancer focal lesion using image analysis and planning of a simultaneous integrated SABR boost

Feng, Y., Welsh, D., McDonald, K., Carruthers, L., Cheng, K., Montgomery, D., Lawrence, J., Argyle, D., McLaughlin, S., McLaren, D. & Nailon, W. H., 2015, In : Acta Oncologica. 54, 9, p. 1543-1550 8 p.

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Network virtualization and resource description in software-defined wireless networks

Zhou, Q., Wang, C. X., McLaughlin, S. & Zhou, X., Nov 2015, In : IEEE Communications Magazine. 53, 11, p. 110-117 8 p.

Research output: Contribution to journalArticle

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Spectral Unmixing of Multispectral Lidar Signals

Altmann, Y., Wallace, A. & McLaughlin, S., 15 Oct 2015, In : IEEE Transactions on Signal Processing. 63, 20, p. 5525-5534 10 p.

Research output: Contribution to journalArticle

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2014

Development of Low-Voltage Load Models for the Residential Load Sector

Colin, A., Tsagarakis, G., Kiprakis, A. & McLaughlin, S., 2014, In : IEEE Transactions on Power Systems. 29, 5, p. 2180-2188 9 p.

Research output: Contribution to journalArticle

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190 Downloads (Pure)