Steve McLaughlin

ORCID

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 58

Top Venues

IEEE Trans. Computational Imaging

EUSIPCO

ICASSP

IEEE Trans. Image Process.

Publications

Sándor Plósz, Aurora Maccarone, Steve McLaughlin, Gerald S. Buller, Abderrahim Halimi
Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants. IEEE Trans. Computational Imaging 9 (2023)
Sándor Plósz, István Gyöngy, Jonathan Leach, Steve McLaughlin, Gerald S. Buller, Abderrahim Halimi
Fast Multiscale 3D Reconstruction Using Single-Photon Lidar Data. ICASSP (2023)
Yu Fu, Cheng-Xiang Wang, Xichen Mao, Jie Huang, Zijun Zhao, Steve McLaughlin
Spectrum-Energy-Economy Efficiency Analysis of B5G Wireless Communication Systems With Separated Indoor/Outdoor Scenarios. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Kai Xu, Jiayu Hou, Li Wang, Simona Sibio, John S. Thompson, Steve McLaughlin, Yuan Ding, Gunnar Peters
Reconfigurable Power Divider-Enabled Dynamic Hybrid m-MIMO Transmitter. IEEE Open J. Commun. Soc. 3 (2022)
Dan Yao, Steve McLaughlin, Yoann Altmann
Fast Scalable Image Restoration Using Total Variation Priors and Expectation Propagation. IEEE Trans. Image Process. 31 (2022)
Dan Yao, Steve McLaughlin, Yoann Altmann
Patch-Based Image Restoration Using Expectation Propagation. SIAM J. Imaging Sci. 15 (1) (2022)
Abderrahim Halimi, Jakeoung Koo, Robert A. Lamb, Gerald S. Buller, Steve McLaughlin
Robust Bayesian Reconstruction of Multispectral Single-Photon 3D Lidar Data with Non-Uniform Background. ICASSP (2022)
Mohamed Amir Alaa Belmekki, Rachael Tobin, Gerald S. Buller, Steve McLaughlin, Abderrahim Halimi
Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data. IEEE Trans. Computational Imaging 8 (2022)
Mengwei Sun, George Goussetis, Kai Xu, Yuan Ding, Steve McLaughlin, Andrea Segneri, María Jesús Cañevate Sánchez
Joint Digital Analogue DVB-S2(X) Link Optimization in Non-Linear Channel. IEEE Access 10 (2022)
Alice Ruget, Max Tyler, Germán Mora-Martín, Stirling Scholes, Feng Zhu, István Gyöngy, Brent Hearn, Steve McLaughlin, Abderrahim Halimi, Jonathan Leach
Real-time, low-cost multi-person 3D pose estimation. CoRR (2021)
Abderrahim Halimi, Aurora Maccarone, Robert A. Lamb, Gerald S. Buller, Steve McLaughlin
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging. IEEE Trans. Computational Imaging 7 (2021)
Quentin Legros, Julián Tachella, Rachael Tobin, Aongus McCarthy, Sylvain Meignen, Gerald S. Buller, Yoann Altmann, Steve McLaughlin, Michael E. Davies
Robust 3D Reconstruction of Dynamic Scenes From Single-Photon Lidar Using Beta-Divergences. IEEE Trans. Image Process. 30 (2021)
Quentin Legros, Steve McLaughlin, Yoann Altmann, Sylvain Meignen
Stochastic EM algorithm for fast analysis of single waveform multi-spectral Lidar data. EUSIPCO (2020)
Abderrahim Halimi, Rachael Tobin, Aongus McCarthy, José M. Bioucas-Dias, Steve McLaughlin, Gerald S. Buller
Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images. IEEE Trans. Computational Imaging 6 (2020)
Yu Fu, Cheng-Xiang Wang, Xuming Fang, Li Yan, Steve McLaughlin
BER Performance of Spatial Modulation Systems Under a Non-Stationary Massive MIMO Channel Model. IEEE Access 8 (2020)
Dan Yao, Yoann Altmann, Steve McLaughlin, Mike E. Davies
Joint Robust Linear Regression and Anomaly Detection in Poisson noise using Expectation-Propagation. EUSIPCO (2020)
Quentin Legros, Sylvain Meignen, Steve McLaughlin, Yoann Altmann
Expectation-Maximization Based Approach to 3D Reconstruction From Single-Waveform Multispectral Lidar Data. IEEE Trans. Computational Imaging 6 (2020)
Julián Tachella, Yoann Altmann, Miguel Marquez, Henry Arguello Fuentes, Jean-Yves Tourneret, Steve McLaughlin
Bayesian 3D Reconstruction of Subsampled Multispectral Single-Photon Lidar Signals. IEEE Trans. Computational Imaging 6 (2020)
Yoann Altmann, Steve McLaughlin, Michael E. Davies
Fast Online 3D Reconstruction of Dynamic Scenes From Individual Single-Photon Detection Events. IEEE Trans. Image Process. 29 (2020)
Zeng Li, Yoann Altmann, Jie Chen, Steve McLaughlin, Susanto Rahardja
Sparse Spectral Unmixing of Hyperspectral Images using Expectation-Propagation. VCIP (2020)
Ahmed Karam Eldaly, Yoann Altmann, Ahsan R. Akram, Antonios Perperidis, Kevin Dhaliwal, Steve McLaughlin
Patch-Based Sparse Representation For Bacterial Detection. ISBI (2019)
Savinien Bonheur, Ahmed Karam Eldaly, Jody Westerfeld, David Wilson, Kevin Dhaliwal, Steve McLaughlin, Antonios Perperidis
Segmentation And Quantification Of Cellular Load In Pulmonary Endomicroscopic Images Using Convolutional Neural Networks. ISBI (2019)
Julián Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret
3D Reconstruction Using Single-photon Lidar Data Exploiting the Widths of the Returns. ICASSP (2019)
Julián Tachella, Yoann Altmann, Steve McLaughlin, Jean-Yves Tourneret
Fast Surface Detection in Single-Photon Lidar Waveforms. EUSIPCO (2019)
Julián Tachella, Yoann Altmann, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin, Jean-Yves Tourneret
Bayesian 3D Reconstruction of Complex Scenes from Single-Photon Lidar Data. SIAM J. Imaging Sci. 12 (1) (2019)
Sylvain Meignen, Quentin Legros, Yoann Altmann, Steve McLaughlin
A novel algorithm for the identification of dirac impulses from filtered noisy measurements. Signal Process. 162 (2019)
Songmao Chen, Abderrahim Halimi, Ximing Ren, Aongus McCarthy, XiuQin Su, Gerald S. Buller, Steve McLaughlin
Non-Local Restoration Of Sparse 3d Single-Photon Data. EUSIPCO (2019)
Ahmed Karam Eldaly, Yoann Altmann, Antonios Perperidis, Nikola Krstajic, Tushar Choudhary, Kevin Dhaliwal, Steve McLaughlin
Deconvolution and Restoration of Optical Endomicroscopy Images. IEEE Trans. Computational Imaging 4 (2) (2018)
Ahmed Karam Eldaly, Yoann Altmann, Ahsan R. Akram, Antonios Perperidis, Kevin Dhaliwal, Steve McLaughlin
Patch-based Sparse Representation For Bacterial Detection. CoRR (2018)
Herwig Wendt, Sébastien Combrexelle, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Multifractal Analysis of Multivariate Images Using Gamma Markov Random Field Priors. SIAM J. Imaging Sci. 11 (2) (2018)
Oleksii Leonovych, Mohammad Rami Koujan, Ahsan R. Akram, Jody Westerfeld, David Wilson, Kevin Dhaliwal, Steve McLaughlin, Antonios Perperidis
Texture Descriptors for Classifying Sparse, Irregularly Sampled Optical Endomicroscopy Images. MIUA (2018)
Yu Fu, Sen Wang, Cheng-Xiang Wang, Xuemin Hong, Steve McLaughlin
Artificial Intelligence to Manage Network Traffic of 5G Wireless Networks. IEEE Netw. 32 (6) (2018)
Ahmed Karam Eldaly, Yoann Altmann, Antonios Perperidis, Steve McLaughlin
Deconvolution of Irregularly Subsampled Images. SSP (2018)
Mohammad Rami Koujan, Ahsan R. Akram, Paul McCool, Jody Westerfeld, David Wilson, Kevin Dhaliwal, Steve McLaughlin, Antonios Perperidis
Multi-class classification of pulmonary endomicroscopic images. ISBI (2018)
Yoann Altmann, Steve McLaughlin
Range Estimation from Single-Photon Lidar Data Using a Stochastic Em Approach. EUSIPCO (2018)
Yoann Altmann, Steve McLaughlin, Miles J. Padgett
Unsupervised restoration of subsampled images constructed from geometric and binomial data. CAMSAP (2017)
Yoann Altmann, Aurora Maccarone, Aongus McCarthy, Gregory E. Newstadt, Gerald S. Buller, Steve McLaughlin, Alfred O. Hero III
Robust Spectral Unmixing of Sparse Multispectral Lidar Waveforms Using Gamma Markov Random Fields. IEEE Trans. Computational Imaging 3 (4) (2017)
Sylvain Meignen, Thomas Oberlin, Steve McLaughlin
Fully adaptive mode decomposition from time-frequency ridges. ICASSP (2017)
Yoann Altmann, Reuben Aspden, Miles J. Padgett, Steve McLaughlin
A Bayesian Approach to Denoising of Single-Photon Binary Images. IEEE Trans. Computational Imaging 3 (3) (2017)
Yoann Altmann, Rachael Tobin, Aurora Maccarone, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin
Bayesian restoration of reflectivity and range profiles from subsampled single-photon multispectral Lidar data. EUSIPCO (2017)
Abderrahim Halimi, Aurora Maccarone, Aongus McCarthy, Steve McLaughlin, Gerald S. Buller
Object Depth Profile and Reflectivity Restoration From Sparse Single-Photon Data Acquired in Underwater Environments. IEEE Trans. Computational Imaging 3 (3) (2017)
Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Steve McLaughlin
Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. ICASSP (2017)
Yoann Altmann, Aurora Maccarone, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin
Joint range estimation and spectral classification for 3D scene reconstruction using multispectral Lidar waveforms. SSP (2016)
Paul McCool, Yoann Altmann, Antonios Perperidis, Steve McLaughlin
Robust Markov Random Field outlier detection and removal in subsampled images. SSP (2016)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin
Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS (2016)
Yoann Altmann, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin
Target detection for depth imaging using sparse single-photon data. ICASSP (2016)
Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Bayesian joint estimation of the multifractality parameter of image patches using gamma Markov Random Field priors. ICIP (2016)
Yoann Altmann, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin
Lidar Waveform-Based Analysis of Depth Images Constructed Using Sparse Single-Photon Data. IEEE Trans. Image Process. 25 (5) (2016)
Sébastien Combrexelle, Herwig Wendt, Yoann Altmann, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
A Bayesian framework for the multifractal analysis of images using data augmentation and a whittle approximation. ICASSP (2016)
Abderrahim Halimi, Yoann Altmann, Aongus McCarthy, Ximing Ren, Rachael Tobin, Gerald S. Buller, Steve McLaughlin
Restoration of intensity and depth images constructed using sparse single-photon data. EUSIPCO (2016)
Yoann Altmann, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin
Robust Bayesian Target Detection Algorithm for Depth Imaging From Sparse Single-Photon Data. IEEE Trans. Computational Imaging 2 (4) (2016)
Marcelo Pereyra, Steve McLaughlin
Comparing Bayesian models in the absence of ground truth. EUSIPCO (2016)
Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Yoann Altmann, Steve McLaughlin, Patrice Abry
A Bayesian approach for the multifractal analysis of spatio-temporal data. IWSSIP (2016)
Yoann Altmann, Aurora Maccarone, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin
Joint spectral clustering and range estimation for 3D scene reconstruction using multispectral lidar waveforms. EUSIPCO (2016)
Steve McLaughlin, Marcelo Pereyra, Alfred O. Hero III, Jean-Yves Tourneret, Jean-Christophe Pesquet
Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Sébastien Combrexelle, Herwig Wendt, Jean-Yves Tourneret, Patrice Abry, Steve McLaughlin
Bayesian multifractal analysis of multi-temporal images using smooth priors. SSP (2016)
Abderrahim Halimi, Gerald S. Buller, Steve McLaughlin, Paul Honeine
Filtering smooth altimetric signals using a Bayesian algorithm. EUSIPCO (2016)
Marcelo Pereyra, Philip Schniter, Émilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
Yoann Altmann, Steve McLaughlin, Alfred O. Hero III
Robust Linear Spectral Unmixing Using Anomaly Detection. IEEE Trans. Computational Imaging 1 (2) (2015)
Marcelo Pereyra, Steve McLaughlin
Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation. CoRR (2015)
Yoann Altmann, Steve McLaughlin, Alfred O. Hero III
Robust linear spectral unmixing using outlier detection. ICASSP (2015)
Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Paul Honeine
Unmixing multitemporal hyperspectral images accounting for endmember variability. EUSIPCO (2015)
Yoann Altmann, Marcelo Pereyra, Steve McLaughlin
Nonlinear spectral unmixing using residual component analysis and a Gamma Markov random field. CAMSAP (2015)
Marcelo Pereyra, Philip Schniter, Émilie Chouzenoux, Jean-Christophe Pesquet, Jean-Yves Tourneret, Alfred O. Hero III, Steve McLaughlin
Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing. CoRR (2015)
Marcelo Pereyra, Hadj Batatia, Steve McLaughlin
Exploiting Information Geometry to Improve the Convergence of Nonparametric Active Contours. IEEE Trans. Image Process. 24 (3) (2015)
Yoann Altmann, Andrew M. Wallace, Steve McLaughlin
Spectral Unmixing of Multispectral Lidar Signals. IEEE Trans. Signal Process. 63 (20) (2015)
Sébastien Combrexelle, Herwig Wendt, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Patrice Abry
Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation. CoRR (2014)
K. Cheng, Dean Montgomery, F. Yang, Duncan B. McLaren, Steve McLaughlin, William H. Nailon
Active shape models with optimised texture features for radiotherapy. Medical Imaging: Image-Guided Procedures (2014)
Yoann Altmann, Steve McLaughlin, Nicolas Dobigeon
Sampling from a multivariate Gaussian distribution truncated on a simplex: A review. SSP (2014)
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret
Residual Component Analysis of Hyperspectral Images - Application to Joint Nonlinear Unmixing and Nonlinearity Detection. IEEE Trans. Image Process. 23 (5) (2014)
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret
Residual component analysis of hyperspectral images for joint nonlinear unmixing and nonlinearity detection. ICASSP (2014)
Nicolas Dobigeon, Jean-Yves Tourneret, Cédric Richard, José C. M. Bermudez, Steve McLaughlin, Alfred O. Hero III
Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms. IEEE Signal Process. Mag. 31 (1) (2014)
Marcelo Pereyra, Steve McLaughlin
Small-variance asymptotics of hidden Potts-MRFS: Application to fast Bayesian image segmentation. EUSIPCO (2014)
Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin
Nonlinear hyperspectral unmixing using Gaussian processes. WHISPERS (2013)
Marcelo Pereyra, Hadj Batatia, Steve McLaughlin
Exploiting Information Geometry to Improve the Convergence Properties of Variational Active Contours. IEEE J. Sel. Top. Signal Process. 7 (4) (2013)
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret
Nonlinear Spectral Unmixing of Hyperspectral Images Using Gaussian Processes. IEEE Trans. Signal Process. 61 (10) (2013)
Jacques Palicot, Steve McLaughlin, Honggang Zhang, H. Vincent Poor
Special issue on green radio. EURASIP J. Wirel. Commun. Netw. 2013 (2013)
Marcelo Pereyra, Hadj Batatia, Steve McLaughlin
Exploiting information geometry to improve the convergence of nonparametric active contours. CAMSAP (2013)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Generalized thresholding sparsity-aware algorithm for low complexity online learning. ICASSP (2012)
Gaojie Chen, Vincent M. Dwyer, Ioannis Krikidis, John S. Thompson, Steve McLaughlin, Jonathon A. Chambers
Comment on "Relay Selection for Secure Cooperative Networks with Jamming". IEEE Trans. Wirel. Commun. 11 (6) (2012)
Sylvain Meignen, Thomas Oberlin, Steve McLaughlin
A New Algorithm for Multicomponent Signals Analysis Based on SynchroSqueezing: With an Application to Signal Sampling and Denoising. IEEE Trans. Signal Process. 60 (11) (2012)
Elias Aboutanios, Steve McLaughlin, Yannis Kopsinis, Raviraj Adve
Biologically Inspired Signal Processing: Analyses, Algorithms and Applications. EURASIP J. Adv. Signal Process. 2012 (2012)
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin, Jean-Yves Tourneret
Unsupervised nonlinear unmixing of hyperspectral images using Gaussian processes. ICASSP (2012)
Julio Vargas, Steve McLaughlin
Speech Analysis and Synthesis Based on Dynamic Modes. IEEE ACM Trans. Audio Speech Lang. Process. 19 (8) (2011)
Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin
Nonlinear unmixing of hyperspectral images using radial basis functions and orthogonal least squares. IGARSS (2011)
Steve McLaughlin, Peter M. Grant, John S. Thompson, Harald Haas, David I. Laurenson, Chadi Khirallah, Ying Hou, Rui Wang
Techniques for improving cellular radio base station energy efficiency. IEEE Wirel. Commun. 18 (5) (2011)
Ioannis Krikidis, John S. Thompson, Steve McLaughlin, Peter M. Grant
A Feedback-Based Transmission for Wireless Networks with Energy and Secrecy Constraints. EURASIP J. Wirel. Commun. Netw. 2011 (2011)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Reduced complexity online sparse signal reconstruction using projections onto weighted ℓ1 balls. DSP (2011)
Yannis Kopsinis, Konstantinos Slavakis, Sergios Theodoridis, Steve McLaughlin
Generalized Thresholding Sparsity-Aware Online Learning in a Union of Subspaces CoRR (2011)
Ki Won Sung, Harald Haas, Steve McLaughlin
A Semianalytical PDF of Downlink SINR for Femtocell Networks. EURASIP J. Wirel. Commun. Netw. 2010 (2010)
Ioannis Krikidis, John S. Thompson, Steve McLaughlin
On the diversity order of non-orthogonal amplify-and-forward over block-fading channels. IEEE Trans. Wirel. Commun. 9 (6) (2010)
Hanqing Liao, William H. Nailon, Duncan B. McLaren, Steve McLaughlin
Classification of bladder cancer on radiotherapy planning CT images using textural features. EUSIPCO (2010)
Nick Johnson, Steve McLaughlin, John S. Thompson
Path tracing in TOR networks. EUSIPCO (2010)
Ioannis Krikidis, John S. Thompson, Steve McLaughlin
Relay selection for secure cooperative networks with jamming. IEEE Trans. Wirel. Commun. 8 (10) (2009)
Nick Johnson, John Thompson, Steve McLaughlin, Francisco J. Garcia
A comparison of some bottleneck-link detection methods for network tomography. EUSIPCO (2009)
Chris Williams, Steve McLaughlin, Mark A. Beach
Exploiting Multiple Antennas for Synchronization. IEEE Trans. Veh. Technol. 58 (2) (2009)
Yannis Kopsinis, Steve McLaughlin
Development of EMD-Based Denoising Methods Inspired by Wavelet Thresholding. IEEE Trans. Signal Process. 57 (4) (2009)
Ioannis Krikidis, J. Nicholas Laneman, John Thompson, Steve McLaughlin
Stability analysis for cognitive radio with cooperative enhancements. ITW (2009)
Ioannis Krikidis, John S. Thompson, Steve McLaughlin
Relay selection issues for amplify-and-forward cooperative systems with interference. WCNC (2009)
Ioannis Krikidis, John S. Thompson, Steve McLaughlin, Norbert Goertz
Max-min relay selection for legacy amplify-and-forward systems with interference. IEEE Trans. Wirel. Commun. 8 (6) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steve McLaughlin