papers
Publications (15)
stat.AP2017
Robust spectral unmixing of sparse multispectral Lidar waveforms using gamma Markov random fields
Yoann Altmann, Aurora Maccarone, Aongus McCarthy +4
stat.AP2016
Bayesian Filtering of Smooth Signals: Application to Altimetry
Abderrahim Halimi, Gerald S. Buller, Steve McLaughlin +1
stat.CO2016
Object Depth Profile and Reflectivity Restoration from Sparse Single-Photon Data Acquired in Underwater Environments
Abderrahim Halimi, Aurora Maccarone, Aongus McCarthy +2
stat.CO2016
Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodelling Effects
Abderrahim Halimi, Jose Bioucas-Dias, Nicolas Dobigeon +2
stat.ME2015
Robust Linear Spectral Unmixing using Anomaly Detection
Yoann Altmann, Steve McLaughlin, Alfred Hero
stat.CO2016
Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation
Marcelo Pereyra, Steve McLaughlin
physics.data-an2015
Bayesian estimation of the multifractality parameter for image texture using a Whittle approximation
Sébastien Combrexelle, Herwig Wendt, Nicolas Dobigeon +3
eess.IV2018
Long-range depth imaging using a single-photon detector array and non-local data fusion
Susan Chan, Abderrahim Halimi, Feng Zhu +6
stat.ME2016
A Bayesian approach to denoising of single-photon binary images
Yoann Altmann, Reuben Aspden, Miles Padgett +1
stat.AP2015
Lidar waveform based analysis of depth images constructed using sparse single-photon data
Yoann Altmann, Ximing Ren, Aongus McCarthy +2
stat.ML2012
Nonlinear spectral unmixing of hyperspectral images using Gaussian processes
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin +1
stat.ME2013
Residual component analysis of hyperspectral images -- Application to joint nonlinear unmixing and nonlinearity detection
Yoann Altmann, Nicolas Dobigeon, Steve McLaughlin +1
cs.IT2015
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing
Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux +4
physics.ins-det2016
Robust Bayesian target detection algorithm for depth imaging from sparse single-photon data
Yoann Altmann, Ximing Ren, Aongus McCarthy +2
stat.ME2015
Spectral unmixing of Multispectral Lidar signals
Yoann Altmann, Andrew Wallace, Steve McLaughlin