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Research Output

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

Open Access
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56 Downloads (Pure)

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

Open Access
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1 Downloads (Pure)

End-to-End Energy Efficiency Evaluation for B5G Ultra Dense Networks

Fu, Y., Soltani, M. D., Alshaer, H., Wang, C-X., Safari, M., McLaughlin, S. & Haas, H., 30 Jun 2020, 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring). IEEE, 9129481. (IEEE Vehicular Technology Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Open Access
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9 Downloads (Pure)

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

Open Access
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4 Downloads (Pure)

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.

Research output: Contribution to journalArticle

Open Access
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2 Citations (Scopus)
16 Downloads (Pure)

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., 20 Oct 2020, In : Optica. 7, 10, p. 1253-1260 8 p.

Research output: Contribution to journalArticle

Open Access
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131 Downloads (Pure)

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

1 Citation (Scopus)

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

Open Access
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2 Citations (Scopus)
12 Downloads (Pure)

Time-of-Flight Depth-Resolved Imaging with Heralded Photon Source Illumination

Ren, X., Frick, S., McMillan, A., Chen, S., Halimi, A., Connolly, P. W. R., Joshi, S. K., McLaughlin, S., Rarity, J. G., Matthews, J. C. F. & Buller, G. S., 10 Sep 2020, 2020 Conference on Lasers and Electro-Optics. IEEE, 9193152

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

3D reconstruction using single-photon Lidar data exploiting the widths of the returns

Tachella, J., Altmann, Y., McLaughlin, S. & Tourneret, J-Y., 17 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE, p. 7815-7819 5 p. 8683075. (IEEE International Conference on Acoustics, Speech and Signal Processing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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9 Citations (Scopus)
54 Downloads (Pure)

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

Open Access
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1 Citation (Scopus)
20 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

Open Access
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3 Citations (Scopus)
8 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

Open Access
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15 Citations (Scopus)
100 Downloads (Pure)

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

Tachella, J., Altmann, Y., Márquez, M., Arguello-Fuentes, H., Tourneret, J-Y. & McLaughlin, S., 2 Oct 2019, In : IEEE Transactions on Computational Imaging. 6, p. 208-220

Research output: Contribution to journalArticle

Open Access
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6 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.

Research output: Contribution to journalArticle

Open Access
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27 Downloads (Pure)

Characterising cross-coupling in coherent fibre bundles

Parker, H. E., Perperidis, A., Karam-Eldaly, A., Altmann, Y., Dhaliwal, K., Thomson, R. R., McLaughlin, S. & Tanner, M. G., 22 Jul 2019, Advances in Microscopic Imaging II. Beaurepaire, E. & Pavone, F. S. (eds.). SPIE, 110761D. (Proceedings of SPIE; vol. 11076).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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1 Citation (Scopus)
26 Downloads (Pure)

Fast adaptive scene sampling for single-photon 3D LIDAR images

Halimi, A., Ciuciu, P., McCarthy, A., McLaughlin, S. & Buller, G. S., 16 Dec 2019.

Research output: Contribution to conferencePaper

Open Access
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1 Citation (Scopus)
18 Downloads (Pure)

Fast surface detection in single-photon Lidar waveforms

Tachella, J., Altmann, Y., Tourneret, J-Y. & McLaughlin, S., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 8903062. (European Signal Processing Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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1 Citation (Scopus)
41 Downloads (Pure)

Joint Reconstruction of Multitemporal or Multispectral Single-Photon 3D LiDAR Images

Halimi, A., Tobin, R., McCarthy, A., Bioucas-Dias, J. M., McLaughlin, S. & Buller, G. S., 1 Jul 2019, 2019 Sensor Signal Processing for Defence Conference (SSPD). IEEE, 8751664

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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28 Downloads (Pure)

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

Open Access
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8 Citations (Scopus)
38 Downloads (Pure)

Non-local Restoration of Sparse 3D Single-Photon Data

Chen, S., Halimi, A., Ren, X., McCarthy, A., Su, X., Buller, G. S. & McLaughlin, S., 18 Nov 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 8902525. (European Signal Processing Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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26 Downloads (Pure)

On fast object detection using single-photon lidar data

Tachella, J., Altmann, Y., McLaughlin, S. & Tourneret, J-Y., 9 Sep 2019, Wavelets and Sparsity XVIII. Van De Ville, D., Van De Ville, D., Papadakis, M. & Lu, Y. M. (eds.). SPIE, 111380T. (Proceedings of SPIE; vol. 11138).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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29 Downloads (Pure)

Optimising DVB-S2(X) Links in Nonlinear Environments

Sun, M., Canavate Sanchez, M., Segneri, A., Ding, Y., McLaughlin, S. & Goussetis, G., 1 Feb 2019, (Accepted/In press) p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
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86 Downloads (Pure)

Patch-based sparse representation for bacterial detection

Eldaly, A. K., Altmann, Y., Akram, A., Perperidis, A., Dhaliwal, K. & McLaughlin, S., 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, April 8-11, 2019. IEEE, p. 657-661 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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1 Citation (Scopus)
1 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

Open Access
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12 Citations (Scopus)
16 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., 25 Jul 2019, In : IEEE Transactions on Computational Imaging. 6, p. 138 - 152

Research output: Contribution to journalArticle

Open Access
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116 Downloads (Pure)

SARA - A Semantic Access Point Resource Allocation Service for Heterogenous Wireless Networks

Zhou, Q., Gray, A. J. G., Pezaros, D. & McLaughlin, S., 13 Jun 2019, 2019 Wireless Days (WD). IEEE, 8734260

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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39 Downloads (Pure)

ToCo: An Ontology for Representing Hybrid Telecommunication Networks

Zhou, Q., Gray, A. J. G. & McLaughlin, S., 25 May 2019, The Semantic Web: ESWC 2019. Springer, p. 507-522 16 p. (Lecture Notes in Computer Science; vol. 11503).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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65 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

Open Access
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23 Citations (Scopus)
77 Downloads (Pure)

Bayesian Restoration of high-dimensional photon-starved images

Tachella, J., Altmann, Y., Pereyra, M., McLaughlin, S. & Tourneret, J-Y., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 747-751 5 p. (European Signal Processing Conference (EUSIPCO)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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2 Citations (Scopus)
63 Downloads (Pure)

Deconvolution of Irregularly Subsampled Images

Karam-Eldaly, A., Altmann, Y., Perperidis, A. & McLaughlin, S., 30 Aug 2018, 2018 IEEE Statistical Signal Processing Workshop (SSP). IEEE, p. 603-607 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

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

Open Access
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3 Citations (Scopus)
24 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

Open Access
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39 Citations (Scopus)
60 Downloads (Pure)

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

Open Access
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34 Citations (Scopus)
95 Downloads (Pure)

Multi-class classification of pulmonary endomicroscopic images

Koujan, M. R., Akram, A., McCool, P., Westerfeld, J., Wilson, D., Dhaliwal, K., McLaughlin, S. & Perperidis, A., 24 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 1574-1577 4 p. (International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

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

Open Access
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34 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

Open Access
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46 Citations (Scopus)
138 Downloads (Pure)

Range estimation from single-photon Lidar data using a stochastic EM approach

Altmann, Y. & McLaughlin, S., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 1112-1116 5 p. (European Signal Processing Conference (EUSIPCO)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
41 Downloads (Pure)

ReasoNet: Inferring Network Policies Using Ontologies

Rotsos, C., Farshad, A., King, D., Hutchison, D., Zhou, Q., Gray, A. J. G., Wang, C-X. & McLaughlin, S., 13 Sep 2018, 2018 4th IEEE Conference on Network Softwarization and Workshops (NetSoft). IEEE, p. 217-221 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
28 Downloads (Pure)

Restoration of Depth and Intensity Images using a Graph Laplacian Regularization

Halimi, A., Connolly, P., Ren, X., Altmann, Y., Gyongy, I., Henderson, R. K., McLaughlin, S. & Buller, G. S., 12 Mar 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). IEEE, 8313136

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
56 Downloads (Pure)

Restoration of Multilayered Single-Photon 3D LiDAR Images

Halimi, A., Bioucas-Dias, J. M., Ren, X., McLaughlin, S., McCarthy, A. & Buller, G. S., 30 Aug 2018, 2018 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM). IEEE, p. 642-646 5 p. (Sensor Array and Multichannel Signal Processing Workshop (SAM)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
45 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

Open Access
File
7 Citations (Scopus)
19 Downloads (Pure)

Texture descriptors for classifying sparse, irregularly sampled optical endomicroscopy images

Leonovych, O., Koujan, M. R., Akram, A., Westerfeld, J., Wilson, D., Dhaliwal, K., McLaughlin, S. & Perperidis, A., 21 Aug 2018, Medical Image Understanding and Analysis: MIUA 2018. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Springer, p. 165-176 12 p. (Communications in Computer and Information Science; vol. 894).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
15 Downloads (Pure)

Unsupervised restoration of subsampled images constructed from geometric and binomial data

Altmann, Y., McLaughlin, S. & Padgett, M. J., 12 Mar 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). IEEE, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
45 Downloads (Pure)

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

Open Access
File
14 Citations (Scopus)
25 Downloads (Pure)
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

Open Access
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22 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

Open Access
File
10 Citations (Scopus)
65 Downloads (Pure)

Bayesian restoration of reflectivity and range profiles from subsampled single-photon multispectral lidar data

Altmann, Y., Tobin, R., Maccarone, A., Ren, X., McCarthy, A., Buller, G. S. & McLaughlin, S., 26 Oct 2017, 25th European Signal Processing Conference (EUSIPCO). IEEE, p. 1410-1414 5 p. (European Signal Processing Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
4 Citations (Scopus)

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.

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
91 Downloads (Pure)