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Research Output 1991 2019

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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

Open Access
File
neutron spectra
neutron sources
Phosphors
scintillation counters
Neutrons

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

Meignen, S., Legros, Q., Altmann, Y. & McLaughlin, S., 13 Apr 2019, In : Signal Processing. 162, p. 268-281 14 p.

Research output: Contribution to journalArticle

Singular value decomposition
Innovation
Recovery

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
File
Photons
Pixels
Markov processes
Erosion
Time delay

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

Open Access
File
photons
acquisition
spectral bands
discrimination
pixels

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
File
bacterium
pneumonia
morbidity
Markov chain
outlier

Fast online 3D reconstruction of dynamic scenes from individual single-photon detection events

Altmann, Y., McLaughlin, S. & Davies, M. E., 28 Oct 2019, (Accepted/In press) In : IEEE Transactions on Image Processing.

Research output: Contribution to journalArticle

Photons
Detectors
Optical radar
Lighting
Pixels

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
File
multisensor fusion
detectors
photons
high resolution
agriculture

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
File
plugs
optical radar
photons
computer graphics
pixels

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

Open Access
File
restoration
optical radar
photons
optimization
multipliers
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
File
Artificial intelligence
Wireless networks
Network architecture
Communication systems

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
File
recovery
pulses
CCD cameras
counting
pixels

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
File
avalanche diodes
CMOS
high resolution
sensors
photons

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
File
avalanche diodes
transmitter receivers
photons
plains
restoration

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
File
Textures
Computer simulation
Costs
Statistical Models

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
File
cameras
fog
human body
imaging techniques
pixels

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
Photons
Color
Lighting

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
coding
waveforms
photons
wavelengths
spectral sensitivity
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
File
Binary images
Photons
Pixels
Image processing
Detectors

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
Lung
Artifacts
Noise
Technology
Datasets

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
Linear Models
Open Access
File
Optical radar
optical radar
Photons
sampling
Sampling
Open Access
File
Signal denoising
Parameter estimation
Satellites
Costs

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

Open Access
File
Multiple scattering
Computational complexity

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

Open Access
File
illumination
pixels
detectors
visual perception
line of sight
Open Access
File
Image segmentation
Potts model
Asymptotic analysis
Parallel processing systems
Open Access
File
underwater environment
reflectivity
Markov chain
restoration
parameter

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

Open Access
File
optical fibers
cameras
propagation
photons
pulses

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

Open Access
File
Demodulation
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.

Research output: Contribution to journalArticle

Open Access
File
Short-time Fourier Transform
Signal Reconstruction
Signal reconstruction
Basin of Attraction
Ridge

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

Open Access
File

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

Open Access
File
demand-side management
environmental impact
cost
greenhouse gas
coal
Open Access
File
Optical radar
Photons
Maximum likelihood estimation
Impulse response
Markov processes
Open Access
File
Target tracking
Photons
Imaging techniques
Pixels
Maximum likelihood estimation

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

toxicology
Oxidative stress
signal analysis
Signal analysis
markers
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

Open Access
File
Signal processing
Markov processes
Message passing
Image processing
Monte Carlo methods

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

Open Access
File
Image texture
Image processing
Linear regression
Parameter estimation
Wavelet transforms
File
Markov chain
reflectance
pixel
analysis
methodology

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

Open Access
File
Geometry
Steepest descent method
Positron emission tomography
Image segmentation
Tensors

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.

Research output: Contribution to journalArticle

Open Access
File
Radiosurgery
Prostatic Neoplasms
Tomography
Magnetic Resonance Spectroscopy
Prostate

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

Computer networks
Wireless networks
Network architecture
Ontology
Semantics
Open Access
File
anomaly
outlier
reflectance
pixel
detection

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

Open Access
File
Optical radar
Signal analysis
Markov processes
Monte Carlo methods
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

Open Access
File
Electric potential
Markov processes
Monte Carlo methods
Demand side management

Nonlinear unmixing of hyperspectral images: models and algorithms

Dobigeon, N., Tourneret, J-Y., Richard, C., Bermudez, J. C. M., McLaughlin, S. & Hero, A. O., Jan 2014, In : IEEE Signal Processing Magazine. 31, 1, p. 82-94 13 p.

Research output: Contribution to journalArticle

Residual component analysis of hyperspectral images - Application to joint nonlinear unmixing and nonlinearity detection

Altmann, Y., Dobigeon, N., McLaughlin, S. & Tourneret, J., 1 May 2014, In : IEEE Transactions on Image Processing. 23, 5, p. 2148-2158 11 p., 6775297.

Research output: Contribution to journalArticle

Open Access
File
Pixels

Theoretical and experimental analysis of bispectrum of vibration signals for fault diagnosis of gears

Guoji, S., McLaughlin, S., Yongcheng, X. & White, P., 3 Feb 2014, In : Mechanical Systems and Signal Processing. 43, 1-2, p. 76-89 14 p.

Research output: Contribution to journalArticle

2013
Image segmentation
Geometry
Fisher information matrix
MATLAB
Experiments

Generalized thresholding and online sparsity-aware learning in a union of subspaces

Slavakis, K., Kopsinis, Y., Theodoridis, S. & McLaughlin, S., 1 Aug 2013, In : IEEE Transactions on Signal Processing. 61, 15, p. 3760-3773 14 p.

Research output: Contribution to journalArticle

Mathematical operators
Computational complexity
Recovery
Experiments

Nonlinear spectral unmixing of hyperspectral images using Gaussian processes

Altmann, Y., Dobigeon, N., McLaughlin, S. & Tourneret, J-Y., 15 May 2013, In : IEEE Transactions on Signal Processing. 61, 10, p. 2442-2453 12 p.

Research output: Contribution to journalArticle

pixel
reflectance
method
state of the art
analysis

Time-frequency reassignment and synchrosqueezing: an overview

Auger, F., Flandrin, P., Lin, Y-T., McLaughlin, S., Meignen, S., Oberlin, T. & Wu, H-T., Nov 2013, In : IEEE Signal Processing Magazine. 30, 6, p. 32-41 10 p.

Research output: Contribution to journalArticle