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Research Output

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Conference contribution
2020

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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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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7 Citations (Scopus)
53 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)
24 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)
38 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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25 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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24 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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23 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)

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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37 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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56 Downloads (Pure)
2018

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)
57 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)

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)

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
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2 Citations (Scopus)
33 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
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1 Citation (Scopus)
25 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
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3 Citations (Scopus)
51 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
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1 Citation (Scopus)
42 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
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13 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
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2 Citations (Scopus)
38 Downloads (Pure)
2017

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
3 Citations (Scopus)

Context-aware convolutional neural networks for stroke sign detection in non-contrast CT scans

Lisowska, A., O’Neil, A., Dilys, V., Daykin, M., Beveridge, E., Muir, K., McLaughlin, S. & Poole, I., 22 Jun 2017, Medical Image Understanding and Analysis: MIUA 2017. Valdés Hernández, M. & González-Castro, V. (eds.). Springer, p. 494-505 12 p. (Communications in Computer and Information Science; vol. 723).

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

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

Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities

Halimi, A., Bioucas-Dias, J., Dobigeon, N., Buller, G. S. & McLaughlin, S., 19 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE, p. 3111-3115 5 p. (IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

Fully adaptive mode decomposition from time-frequency ridges

Meignen, S., Oberlin, T. & McLaughlin, S., 19 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 3884-3888 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)).

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

2 Citations (Scopus)

Hyperspectral image analysis using multifractal attributes

Combrexelle, S., Wendt, H., Tourneret, J-Y., McLaughlin, S. & Abry, P., 23 Oct 2017, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE, 8075453

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

Open Access
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3 Citations (Scopus)
31 Downloads (Pure)

Lost Silence: An emergency response early detection service through continuous processing of telecommunication data streams

Zhou, Q., McLaughlin, S., Gray, A. J. G., Wu, S. & Wang, C., 23 Sep 2017, Joint Proceedings of WSP and WOMoCoE 2017. CEUR-WS, p. 33-47 15 p. (CEUR Workshop Proceedings).

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

File
1 Citation (Scopus)
13 Downloads (Pure)

New level set model in follow up radiotherapy image analysis

Rahmat, R., Nailon, W. H., Price, A., Harris-Birtill, D. & McLaughlin, S., 22 Jun 2017, Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings. Valdes Hernandez, M. & González-Castro, V. (eds.). Springer International Publishing, Vol. 723. p. 273-284 12 p. (Communications in Computer and Information Science; vol. 723).

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

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

Restoration of Multilayered Single-Photon 3D LiDAR Images

Halimi, A., Tobin, R., McCarthy, A., McLaughlin, S. & Buller, G. S., 26 Oct 2017, 2017 25th European Signal Processing Conference (EUSIPCO). IEEE, p. 708-712 5 p. (European Signal Processing Conference (EUSIPCO)).

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

Open Access
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10 Citations (Scopus)
21 Downloads (Pure)

Underwater three-dimensional imaging using single-photon detection

Maccarone, A., Halimi, A., McCarthy, A., Tobin, R., McLaughlin, S., Petillot, Y. & Buller, G. S., 14 May 2017, CLEO: Science and Innovations 2017. Optical Society of America, SF2M.2

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

1 Citation (Scopus)
2016

A Bayesian approach for the multifractal analysis of spatio-temporal data

Combrexelle, S., Wendt, H., Tourneret, J-Y., Altmann, Y., McLaughlin, S. & Abry, P., 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE

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

A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation

Combrexelle, S., Wendt, H., Altmann, Y., Tourneret, J. Y., McLaughlin, S. & Abry, P., 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 4224-4228 5 p.

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

4 Citations (Scopus)

Bayesian estimation for the local assessment of the multifractality parameter of multivariate time series

Combrexelle, S., Wendt, H., Altmann, Y., Tourneret, J-Y., McLaughlin, S. & Abry, P., 1 Dec 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 1518-1522 5 p. (European Signal Processing Conference (EUSIPCO)).

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

1 Citation (Scopus)

Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors

Combrexelle, S., Wendt, H., Altmann, Y., Tourneret, J-Y., McLaughlin, S. & Abry, P., 19 Aug 2016, 2016 IEEE International Conference on Image Processing (ICIP). IEEE, p. 4468-4472 5 p. (IEEE International Conference on Image Processing).

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

1 Citation (Scopus)

Bayesian multifractal analysis of multi-temporal images using smooth priors

Combrexelle, S., Wendt, H., Toumeret, J. Y., Abry, P. & McLaughlin, S., 25 Aug 2016, 2016 IEEE Statistical Signal Processing Workshop (SSP). IEEE, 7551847

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

1 Citation (Scopus)

Comparing Bayesian models in the absence of ground truth

Pereyra, M. & McLaughlin, S., 1 Dec 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 528-532 5 p. (European Signal Processing Conference (EUSIPCO)).

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

Depth imaging in highly scattering underwater environments using time-correlated single-photon counting

Maccarone, A., McCarthy, A., Halimi, A., Tobin, R., Wallace, A. M., Petillot, Y., McLaughlin, S. & Buller, G. S., 25 Oct 2016, Emerging Imaging and Sensing Technologies. SPIE, 99920R. (Proceedings of SPIE; vol. 9992).

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

6 Citations (Scopus)

Efficient Range Estimation and Material Quantification from Multispectral Lidar Waveforms

Altmann, Y., Maccarone, A., Halimi, A., McCarthy, A., Buller, G. & McLaughlin, S., 13 Oct 2016, 2016 Sensor Signal Processing for Defence (SSPD). IEEE, 7590596

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

Open Access
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5 Citations (Scopus)
59 Downloads (Pure)

Joint spectral clustering and range estimation for 3D scene reconstruction using multispectral lidar waveforms

Altmann, Y., Maccarone, A., McCarthy, A., Buller, G. S. & McLaughlin, S., 1 Dec 2016, 2016 24th European Signal Processing Conference (EUSIPCO). IEEE, p. 513-517 5 p. (European Signal Processing Conference (EUSIPCO)).

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

Open Access
File
5 Citations (Scopus)
21 Downloads (Pure)

Real-time tracking of hidden objects with single-pixel detectors

Warburton, R. E., Chan, S., Gariépy, G., Altmann, Y., McLaughlin, S., Leach, J. & Faccio, D., 25 Jul 2016, Imaging Systems and Applications 2016. Optical Society of America, IT4E.2

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

1 Citation (Scopus)

Target detection for depth imaging using sparse single-photon data

Altmann, Y., Ren, X., McCarthy, A., Buller, G. S. & McLaughlin, S., 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 3256-3260 5 p.

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

8 Citations (Scopus)
2015

A Bayesian approach for the joint estimation of the multifractality parameter and integral scale based on the Whittle approximation

Combrexelle, S., Wendt, H., Abry, P., Dobigeon, N., McLaughlin, S. & Tourneret, J. Y., 4 Aug 2015, Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on. IEEE, Vol. 2015-August. p. 3886-3890 5 p. 7178699. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

2 Citations (Scopus)

Bayesian estimation of the multifractality parameter for images via a closed-form Whittle likelihood

Combrexelle, S., Wendt, H., Tourneret, J-Y., Abry, P. & McLaughlin, S., 2015, 2015 23rd European Signal Processing Conference (EUSIPCO). IEEE, p. 1003-1007 5 p.

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

3 Citations (Scopus)

Nonlinear spectral unmixing using residual component analysis and a Gamma Markov random field

Altmann, Y., Pereyra, M. & McLaughlin, S., 2015, 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). IEEE, p. 165-168 4 p.

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

Robust linear spectral unmixing using outlier detection

Altmann, Y., McLaughlin, S. & Hero, A., 4 Aug 2015, Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on. IEEE, Vol. 2015-August. p. 2464-2468 5 p. 7178414

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

2 Citations (Scopus)

Unmixing multitemporal hyperspectral images accounting for endmember variability

Halimi, A., Dobigeon, N., Toumeret, J. Y., McLaughlin, S. & Honeine, P., 2015, 2015 23rd European Signal Processing Conference (EUSIPCO). IEEE, p. 1656-1660 5 p.

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

2 Citations (Scopus)
2014

Active shape models with optimised texture features for radiotherapy

Cheng, K., Montgomery, D., Yang, F., McLaren, D. B., McLaughlin, S. & Nailon, W. H., 2014, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 9036. 90362G

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

1 Citation (Scopus)

Nonlinear spectral unmixing of hyperspectral images using residual component analysis

Altmann, Y. & McLaughlin, S., 2014, 2014 Sensor Signal Processing for Defence. IEEE, 5 p.

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

Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection

Altmann, Y., Dobigeon, N., McLaughlin, S. & Tourneret, J. Y., 1 Jan 2014, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE, p. 3166-3170 5 p. 6854184

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

3 Citations (Scopus)

Sampling from a multivariate Gaussian distribution truncated on a simplex: a review

Altmann, Y., McLaughlin, S. & Dobigeon, N., 2014, IEEE Workshop on Statistical Signal Processing Proceedings. IEEE, p. 113-116 4 p. 6884588

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

6 Citations (Scopus)

Simulating the time-varying harmonics of the residential load sector

Collin, A. J., Tsagarakis, G., Kiprakis, A. E. & McLaughlin, S., 2014, Proceedings of International Conference on Harmonics and Quality of Power, ICHQP. IEEE, p. 768-772 5 p. 6842846

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

5 Citations (Scopus)

Small-variance asymptotics of hidden Potts-MRFS: Application to fast Bayesian image segmentation

Pereyra, M. & McLaughlin, S., 1 Jan 2014, European Signal Processing Conference. EURASIP, p. 1597-1601 5 p. 6952579

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

1 Citation (Scopus)