Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. - Yoann Altmann; Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (ICASSP, 2011)

A post nonlinear mixing model for hyperspectral images unmixing. - Yoann Altmann; Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (IGARSS, 2011)

Unmixing hyperspectral images using the generalized bilinear model. - Abderrahim Halimi; Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (IGARSS, 2011)

A new model for peaky altimetric waveforms. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Pierre Thibaut (IGARSS, 2011)

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model. - Abderrahim Halimi; Yoann Altmann; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2011)

Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery. - Yoann Altmann; Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2012)

Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret (EUSIPCO, 2013)

Parameter Estimation for Peaky Altimetric Waveforms. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Pierre Thibaut; Francois Boy (IEEE Trans. Geosci. Remote. Sens., 2013)

De l'altimétrie conventionnelle à l'altimétrie SAR/Doppler. (From conventional to delay/Doppler altimetry). - Abderrahim Halimi (2013)

Exploiting time and frequency information for Delay/Doppler altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Thomas Moreau 002; Francois Boy (EUSIPCO, 2014)

A generalized semi-analytical model for delay/Doppler altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Francois Boy; Thomas Moreau 002 (IGARSS, 2014)

A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Pierre Thibaut; Francois Boy (IEEE Trans. Geosci. Remote. Sens., 2014)

Unmixing multitemporal hyperspectral images accounting for endmember variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret; Steve McLaughlin 001; Paul Honeine (EUSIPCO, 2015)

A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret; Paul Honeine (ICASSP, 2015)

Nonlinear regression using smooth Bayesian estimation. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret (ICASSP, 2015)

Hyperspectral unmixing accounting for spatial correlations and endmember variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret; Paul Honeine (WHISPERS, 2015)

Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. - Abderrahim Halimi; Paul Honeine; Malika Kharouf; Cédric Richard; Jean-Yves Tourneret (CoRR, 2015)

Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Francois Boy; Thomas Moreau 002 (IEEE Trans. Geosci. Remote. Sens., 2015)

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. - Abderrahim Halimi; Nicolas Dobigeon; Jean-Yves Tourneret (IEEE Trans. Image Process., 2015)

Restoration of intensity and depth images constructed using sparse single-photon data. - Abderrahim Halimi; Yoann Altmann; Aongus McCarthy; Ximing Ren; Rachael Tobin; Gerald S. Buller; Steve McLaughlin 001 (EUSIPCO, 2016)

Filtering smooth altimetric signals using a Bayesian algorithm. - Abderrahim Halimi; Gerald S. Buller; Steve McLaughlin 001; Paul Honeine (EUSIPCO, 2016)

ADMM for maximum correntropy criterion. - Fei Zhu 001; Abderrahim Halimi; Paul Honeine; Badong Chen; Nanning Zheng 001 (IJCNN, 2016)

Robust hyperspectral unmixing accounting for residual components. - Abderrahim Halimi; Paul Honeine; José M. Bioucas-Dias (SSP, 2016)

Nonlinear hyperspectral unmixing accounting for spatial illumination variability. - Abderrahim Halimi; Paul Honeine; José M. Bioucas-Dias; Gerald S. Buller; Steve McLaughlin 001 (WHISPERS, 2016)

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. - Abderrahim Halimi; Paul Honeine; Malika Kharouf; Cédric Richard; Jean-Yves Tourneret (IEEE Trans. Geosci. Remote. Sens., 2016)

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. - Abderrahim Halimi; Corinne Mailhes; Jean-Yves Tourneret; Hichem Snoussi (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects. - Abderrahim Halimi; Paul Honeine; José M. Bioucas-Dias (IEEE Trans. Image Process., 2016)

Restoration of depth and intensity images using a graph laplacian regularization. - Abderrahim Halimi; Peter Connolly; Ximing Ren; Yoann Altmann; István Gyöngy; Robert K. Henderson; Stephen McLaughlin 001; Gerald S. Buller (CAMSAP, 2017)

Restoration of multilayered single-photon 3D Lidar images. - Abderrahim Halimi; Rachael Tobin; Aongus McCarthy; Stephen McLaughlin 001; Gerald S. Buller (EUSIPCO, 2017)

Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. - Abderrahim Halimi; José M. Bioucas-Dias; Nicolas Dobigeon; Gerald S. Buller; Steve McLaughlin 001 (ICASSP, 2017)

Denoising Smooth Signals Using a Bayesian Approach: Application to Altimetry. - Abderrahim Halimi; Gerald S. Buller; Stephen McLaughlin 001; Paul Honeine (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects. - Abderrahim Halimi; José M. Bioucas-Dias; Nicolas Dobigeon; Gerald S. Buller; Stephen McLaughlin 001 (IEEE Trans. Computational Imaging, 2017)

Object Depth Profile and Reflectivity Restoration From Sparse Single-Photon Data Acquired in Underwater Environments. - Abderrahim Halimi; Aurora Maccarone; Aongus McCarthy; Steve McLaughlin 001; Gerald S. Buller (IEEE Trans. Computational Imaging, 2017)

Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing. - Fei Zhu 001; Abderrahim Halimi; Paul Honeine; Badong Chen; Nanning Zheng 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Restoration of Multilayered Single-Photon 3D Lidar Images. - Abderrahim Halimi; José M. Bioucas-Dias; Ximing Ren; Stephen McLaughlin 001; Aongus McCarthy; Gerald S. Buller (SAM, 2018)

Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. - Abderrahim Halimi; Philippe Ciuciu; Aongus McCarthy; Stephen McLaughlin 001; Gerald S. Buller (CAMSAP, 2019)

Non-Local Restoration Of Sparse 3d Single-Photon Data. - Songmao Chen; Abderrahim Halimi; Ximing Ren; Aongus McCarthy; XiuQin Su; Gerald S. Buller; Steve McLaughlin 001 (EUSIPCO, 2019)

fMRI BOLD signal decomposition using a multivariate low-rank model. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Philippe Ciuciu (EUSIPCO, 2019)

Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Philippe Ciuciu (ICASSP, 2019)

Robust super-resolution depth imaging via a multi-feature fusion deep network. - Alice Ruget; Stephen McLaughlin 001; Robert K. Henderson; István Gyöngy; Abderrahim Halimi; Jonathan Leach (CoRR, 2020)

Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images. - Abderrahim Halimi; Rachael Tobin; Aongus McCarthy; José M. Bioucas-Dias; Steve McLaughlin 001; Gerald S. Buller (IEEE Trans. Computational Imaging, 2020)

Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data. - Songmao Chen; Abderrahim Halimi; Ximing Ren; Aongus McCarthy; XiuQin Su; Stephen McLaughlin 001; Gerald S. Buller (IEEE Trans. Image Process., 2020)

Full Waveform LiDAR for Adverse Weather Conditions. - Andrew M. Wallace; Abderrahim Halimi; Gerald S. Buller (IEEE Trans. Veh. Technol., 2020)

Robust and Guided Super-resolution for Single-Photon Depth Imaging via a Deep Network. - Alice Ruget; Stephen McLaughlin 001; Robert K. Henderson; István Gyöngy; Abderrahim Halimi; Jonathan Leach (EUSIPCO, 2021)

High-speed object detection with a single-photon time-of-flight image sensor. - Germán Mora-Martín; Alex Turpin; Alice Ruget; Abderrahim Halimi; Robert K. Henderson; Jonathan Leach; István Gyöngy (CoRR, 2021)

Real-time, low-cost multi-person 3D pose estimation. - Alice Ruget; Max Tyler; Germán Mora-Martín; Stirling Scholes; Feng Zhu; István Gyöngy; Brent Hearn; Steve McLaughlin 001; Abderrahim Halimi; Jonathan Leach (CoRR, 2021)

Multivariate semi-blind deconvolution of fMRI time series. - Hamza Cherkaoui; Thomas Moreau 001; Abderrahim Halimi; Claire Leroy; Philippe Ciuciu (NeuroImage, 2021)

Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging. - Abderrahim Halimi; Aurora Maccarone; Robert A. Lamb; Gerald S. Buller; Steve McLaughlin 001 (IEEE Trans. Computational Imaging, 2021)

A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants. - Jakeoung Koo; Abderrahim Halimi; Aurora Maccarone; Gerald S. Buller; Stephen McLaughlin 001 (EUSIPCO, 2022)

Robust Bayesian Reconstruction of Multispectral Single-Photon 3D Lidar Data with Non-Uniform Background. - Abderrahim Halimi; Jakeoung Koo; Robert A. Lamb; Gerald S. Buller; Steve McLaughlin 001 (ICASSP, 2022)

A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. - Jakeoung Koo; Abderrahim Halimi; Stephen McLaughlin 001 (IEEE J. Sel. Top. Signal Process., 2022)

Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data. - Mohamed Amir Alaa Belmekki; Rachael Tobin; Gerald S. Buller; Steve McLaughlin 001; Abderrahim Halimi (IEEE Trans. Computational Imaging, 2022)

Plug-and-Play for Joint Deblurring and Guided Super-Resolution of Single-Photon 3D Lidar data. - Abderrahim Halimi; Stephen McLaughlin 001 (EUSIPCO, 2023)

Fast Multiscale 3D Reconstruction Using Single-Photon Lidar Data. - Sándor Plósz; István Gyöngy; Jonathan Leach; Steve McLaughlin 001; Gerald S. Buller; Abderrahim Halimi (ICASSP, 2023)

Automatic Defect Detection in Wind Turbine Blade Images: Model Benchmarks and Re-Annotations. - Imad Gohar; John See; Abderrahim Halimi; Weng Kean Yew (ICME Workshops, 2023)

Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants. - Sándor Plósz; Aurora Maccarone; Steve McLaughlin 001; Gerald S. Buller; Abderrahim Halimi (IEEE Trans. Computational Imaging, 2023)

Fusion of Magnetic Resonance and Ultrasound Images Using Guided Filtering: Application to Endometriosis Surgery. - Youssra El Bennioui; Abderrahim Halimi; Adrian Basarab; Jean-Yves Tourneret (EUSIPCO, 2024)

Optimizing Wind Turbine Surface Defect Detection: A Rotated Bounding Box Approach. - Imad Gohar; Abderrahim Halimi; Weng Kean Yew; John See (EUSIPCO, 2024)

Bayesian Deep Unfolding with Graph Attention for Dual-Peak Single-Photon Lidar Imaging. - Jakeoung Koo; Abderrahim Halimi; Stephen McLaughlin 001 (EUSIPCO, 2024)

A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data. - Alice Ruget; Lewis Wilson; Jonathan Leach; Rachael Tobin; Aongus McCarthy; Gerald S. Buller; Steve McLaughlin 001; Abderrahim Halimi (CoRR, 2024)

Conditional Diffusion for Single-Photon Lidar Depth Super-Resolution. - Pallabjyoti Deka; Stephen McLaughlin 001; Abderrahim Halimi (SSP, 2025)

A Bayesian Approach for 3D Guided Video Super-Resolution of Single-Photon Lidar Data. - Abderrahim Halimi; Stephen McLaughlin 001 (SSP, 2025)

Review of state-of-the-art surface defect detection on wind turbine blades through aerial imagery: Challenges and recommendations. - Imad Gohar; Weng Kean Yew; Abderrahim Halimi; John See (Eng. Appl. Artif. Intell., 2025)

DTU-Net: A Multi-Scale Dilated Transformer Network for Nonlinear Hyperspectral Unmixing. - ChenTong Wang; Jincheng Gao; Fei Zhu 001; Abderrahim Halimi; Cédric Richard (CoRR, 2025)

Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging. - Kyungmin Choi; Jakeoung Koo; Steve McLaughlin 001; Abderrahim Halimi (CoRR, 2025)