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Research Output 1991 2019

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Conference 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
File
photons
pixels
background noise
set theory
impulses

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
File
Fibers
Medical imaging
Image reconstruction
Imaging techniques

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
File
Photons
Camouflage
Imaging techniques
Fog
Optical radar

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
File
Bacteria
Glossaries
Atoms

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
File
Resource allocation
Wireless networks
Semantics
Network management
Knowledge based systems

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
File
Telecommunication Network
Telecommunication networks
Ontology
Network Modeling
Design Patterns
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
File
Restoration
Photons
Image reconstruction
Experiments
Imaging techniques

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

Deconvolution
Additive noise
Convolution
Markov processes
Optical microscopy

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

Elastin
Lung
Biopsy
Medical imaging
Diagnostic Imaging

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
optical radar
photons
profiles
waveforms
estimating

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
Ontology
Data structures
Semantic Web
Quality of service
Switches

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
pixel
histogram
restoration
statistics
laboratory

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
fog
lidar
reflectivity
pixel
scattering

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
Descriptors
Texture
Textures
Image texture
Imaging techniques

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
Restoration
Photons
Image reconstruction
Markov processes
Monte Carlo methods
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
Optical radar
Restoration
Photons
Sampling
Wavelength

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
File
Computerized tomography
Context-aware
Stroke
Ischemia
Neural Networks

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

Multiple scattering
Convex optimization
Computational complexity

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

Detectors
Decomposition
Signal analysis
Geometry

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
File
Wavelet analysis
Image analysis
Sensors
Processing
Experiments

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
Telecommunication systems
Telecommunication
Ships
Processing

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
File
Radiotherapy
Image analysis
Tumors
Image segmentation
Oncology

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
File
laser
lidar
pixel
restoration
statistics

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

Image resolution
Transceivers
Optical systems
Photons
Scattering
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

Linear regression
Costs
Image processing
Textures
Computer simulation

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

Time series
Invariance
Signal processing
Computer simulation
Statistical Models

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

Textures
Linear regression
Fractals
Computer simulation
Statistical Models

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

Multifractal Analysis
Bayesian Analysis
Hamiltonians
Textures
Attribute

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

Signal processing
Image resolution
Markov processes
Experiments
Statistical Models

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

Photon Counting
transmitter receivers
Transceivers
Optical fiber coupling
counting

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
File
Optical radar
optical radar
waveforms
estimating
translating

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
optical radar
waveforms
methodology
reflectance
wavelengths

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

Photons
Pixels
Detectors
Lasers

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

Target tracking
Photons
Imaging techniques
Optical radar
Impulse response
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

Wind tunnels
Signal processing
Turbulence
Statistics

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

Computational efficiency
Parameter estimation
Image processing
Textures
Statistics

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

Spectral Unmixing
Hyperspectral Image
Random Field
Hierarchical Bayesian Model
Markov Chain Monte Carlo Algorithms

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

Pixels
Wavelength

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

Pixels
Covariance matrix
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

Radiotherapy
Textures
Tomography
Tumors
Radiation

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

Pixels

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

Gibbs Sampler
Gaussian distribution
Multivariate Distribution
Monte Carlo method
Monte Carlo methods

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

Fluorescent lamps
Electric potential

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

Image segmentation
Potts model
Asymptotic analysis
Convex optimization
2013

Analysis of strongly modulated multicomponent signals with the short-time Fourier transform

Oberlin, T., Meignen, S. & McLaughlin, S., 18 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 5358-5362 5 p. 6638686

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

Frequency modulation
Fourier transforms
Derivatives
Experiments

A novel time-frequency technique for multicomponent signal denoising

Oberlin, T., Meignen, S. & McLaughlin, S., 2013, 2013 Proceedings of the 21st European Signal Processing Conference (EUSIPCO). EUSIPCO, 6811607

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

Signal denoising
Wavelet transforms
Biological systems

Exploiting information geometry to improve the convergence of nonparametric active contours

Pereyra, M., Batatia, H. & McLaughlin, S., Dec 2013, 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). p. 165-168 4 p. 6714033

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

Geometry
Fisher information matrix
Image segmentation
Ultrasonics
Experiments

Multi-scale electrical load modelling for demand-side management

Collin, A. J., Tsagarakis, G., Kiprakis, A. E. & McLaughlin, S., 21 Feb 2013, 2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe). IEEE, 6465866

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

Electric potential
Network performance
Markov processes
Electricity
Demand side management