Abderrahim Halimi

71 papers B 1C 4Misc 7Journal 34Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Bayesian Approach for 3D Guided Video Super-Resolution of Single-Photon Lidar Data. SSP Abderrahim Halimi, Stephen McLaughlin
2025	J	`jnl`	A multiscale Bayesian approach to quantification and denoising of energy-dispersive x-ray data. Mach. Learn. Sci. Technol. Pau Torruella, Abderrahim Halimi, Ludovica Tovaglieri, Céline Lichtensteiger, Duncan T. L. Alexander, Cécile Hébert
2025	J	`jnl`	Bayesian Multifractal Image Segmentation. IEEE Trans. Image Process. Kareth Marcela León López, Abderrahim Halimi, Jean-Yves Tourneret, Herwig Wendt
2025	—	`conf`	Bayesian Unsupervised Multifractal Image Segmentation Using a Multiscale Graph Label Prior. EUSIPCO Kareth León, Jean-Yves Tourneret, Abderrahim Halimi, Herwig Wendt
2025	—	`conf`	Conditional Diffusion for Single-Photon Lidar Depth Super-Resolution. SSP Pallabjyoti Deka, Stephen McLaughlin, Abderrahim Halimi
2025	J	`jnl`	DTU-Net: A Multi-Scale Dilated Transformer Network for Nonlinear Hyperspectral Unmixing. CoRR ChenTong Wang, Jincheng Gao, Fei Zhu, Abderrahim Halimi, Cédric Richard
2025	J	`jnl`	Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging. CoRR Kyungmin Choi, Jakeoung Koo, Steve McLaughlin, Abderrahim Halimi
2025	J	`jnl`	Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging. IEEE Trans. Computational Imaging Kyungmin Choi, Jakeoung Koo, Steve McLaughlin, Abderrahim Halimi
2025	J	`jnl`	Review of state-of-the-art surface defect detection on wind turbine blades through aerial imagery: Challenges and recommendations. Eng. Appl. Artif. Intell. Imad Gohar, Weng Kean Yew, Abderrahim Halimi, John See
2024	J	`jnl`	A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data. CoRR Alice Ruget, Lewis Wilson, Jonathan Leach, Rachael Tobin, Aongus McCarthy, Gerald S. Buller, Steve McLaughlin, Abderrahim Halimi
2024	—	`conf`	Bayesian Deep Unfolding with Graph Attention for Dual-Peak Single-Photon Lidar Imaging. EUSIPCO Jakeoung Koo, Abderrahim Halimi, Stephen McLaughlin
2024	—	`conf`	Fusion of Magnetic Resonance and Ultrasound Images Using Guided Filtering: Application to Endometriosis Surgery. EUSIPCO Youssra El Bennioui, Abderrahim Halimi, Adrian Basarab, Jean-Yves Tourneret
2024	—	`conf`	Optimizing Wind Turbine Surface Defect Detection: A Rotated Bounding Box Approach. EUSIPCO Imad Gohar, Abderrahim Halimi, Weng Kean Yew, John See
2023	—	`conf`	Automatic Defect Detection in Wind Turbine Blade Images: Model Benchmarks and Re-Annotations. ICME Workshops Imad Gohar, John See, Abderrahim Halimi, Weng Kean Yew
2023	Misc	`conf`	Fast Multiscale 3D Reconstruction Using Single-Photon Lidar Data. ICASSP Sándor Plósz, István Gyöngy, Jonathan Leach, Steve McLaughlin, Gerald S. Buller, Abderrahim Halimi
2023	—	`conf`	Plug-and-Play for Joint Deblurring and Guided Super-Resolution of Single-Photon 3D Lidar data. EUSIPCO Abderrahim Halimi, Stephen McLaughlin
2023	J	`jnl`	Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants. IEEE Trans. Computational Imaging Sándor Plósz, Aurora Maccarone, Steve McLaughlin, Gerald S. Buller, Abderrahim Halimi
2022	J	`jnl`	A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. CoRR Jakeoung Koo, Abderrahim Halimi, Steve McLaughlin
2022	J	`jnl`	A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. IEEE J. Sel. Top. Signal Process. Jakeoung Koo, Abderrahim Halimi, Stephen McLaughlin
2022	—	`conf`	A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants. EUSIPCO Jakeoung Koo, Abderrahim Halimi, Aurora Maccarone, Gerald S. Buller, Stephen McLaughlin
2022	J	`jnl`	Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data. IEEE Trans. Computational Imaging Mohamed Amir Alaa Belmekki, Rachael Tobin, Gerald S. Buller, Steve McLaughlin, Abderrahim Halimi
2022	Misc	`conf`	Robust Bayesian Reconstruction of Multispectral Single-Photon 3D Lidar Data with Non-Uniform Background. ICASSP Abderrahim Halimi, Jakeoung Koo, Robert A. Lamb, Gerald S. Buller, Steve McLaughlin
2021	J	`jnl`	High-speed object detection with a single-photon time-of-flight image sensor. CoRR Germán Mora-Martín, Alex Turpin, Alice Ruget, Abderrahim Halimi, Robert K. Henderson, Jonathan Leach, István Gyöngy
2021	J	`jnl`	Multivariate semi-blind deconvolution of fMRI time series. NeuroImage Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu
2021	J	`jnl`	Real-time, low-cost multi-person 3D pose estimation. CoRR Alice Ruget, Max Tyler, Germán Mora-Martín, Stirling Scholes, Feng Zhu, István Gyöngy, Brent Hearn, Steve McLaughlin, Abderrahim Halimi, Jonathan Leach
2021	J	`jnl`	Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging. IEEE Trans. Computational Imaging Abderrahim Halimi, Aurora Maccarone, Robert A. Lamb, Gerald S. Buller, Steve McLaughlin
2021	—	`conf`	Robust and Guided Super-resolution for Single-Photon Depth Imaging via a Deep Network. EUSIPCO Alice Ruget, Stephen McLaughlin, Robert K. Henderson, István Gyöngy, Abderrahim Halimi, Jonathan Leach
2020	J	`jnl`	Full Waveform LiDAR for Adverse Weather Conditions. IEEE Trans. Veh. Technol. Andrew M. Wallace, Abderrahim Halimi, Gerald S. Buller
2020	J	`jnl`	Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data. IEEE Trans. Image Process. Songmao Chen, Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Xiuqin Su, Stephen McLaughlin, Gerald S. Buller
2020	J	`jnl`	Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images. IEEE Trans. Computational Imaging Abderrahim Halimi, Rachael Tobin, Aongus McCarthy, José M. Bioucas-Dias, Steve McLaughlin, Gerald S. Buller
2020	J	`jnl`	Robust super-resolution depth imaging via a multi-feature fusion deep network. CoRR Alice Ruget, Stephen McLaughlin, Robert K. Henderson, István Gyöngy, Abderrahim Halimi, Jonathan Leach
2019	—	`conf`	Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. CAMSAP Abderrahim Halimi, Philippe Ciuciu, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller
2019	—	`conf`	Non-Local Restoration Of Sparse 3d Single-Photon Data. EUSIPCO Songmao Chen, Abderrahim Halimi, Ximing Ren, Aongus McCarthy, Xiuqin Su, Gerald S. Buller, Steve McLaughlin
2019	Misc	`conf`	Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. ICASSP Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
2019	—	`conf`	fMRI BOLD signal decomposition using a multivariate low-rank model. EUSIPCO Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
2018	—	`conf`	Restoration of Multilayered Single-Photon 3D Lidar Images. SAM Abderrahim Halimi, José M. Bioucas-Dias, Ximing Ren, Stephen McLaughlin, Aongus McCarthy, Gerald S. Buller
2017	J	`jnl`	Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
2017	J	`jnl`	Denoising Smooth Signals Using a Bayesian Approach: Application to Altimetry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Abderrahim Halimi, Gerald S. Buller, Stephen McLaughlin, Paul Honeine
2017	J	`jnl`	Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects. IEEE Trans. Computational Imaging Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Stephen McLaughlin
2017	Misc	`conf`	Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities. ICASSP Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Steve McLaughlin
2017	J	`jnl`	Object Depth Profile and Reflectivity Restoration From Sparse Single-Photon Data Acquired in Underwater Environments. IEEE Trans. Computational Imaging Abderrahim Halimi, Aurora Maccarone, Aongus McCarthy, Steve McLaughlin, Gerald S. Buller
2017	—	`conf`	Restoration of depth and intensity images using a graph laplacian regularization. CAMSAP Abderrahim Halimi, Peter Connolly, Ximing Ren, Yoann Altmann, István Gyöngy, Robert K. Henderson, Stephen McLaughlin, Gerald S. Buller
2017	—	`conf`	Restoration of multilayered single-photon 3D Lidar images. EUSIPCO Abderrahim Halimi, Rachael Tobin, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller
2016	B	`conf`	ADMM for maximum correntropy criterion. IJCNN Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
2016	J	`jnl`	Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Hichem Snoussi
2016	J	`jnl`	Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing. CoRR Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
2016	J	`jnl`	Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. IEEE Trans. Geosci. Remote. Sens. Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
2016	—	`conf`	Filtering smooth altimetric signals using a Bayesian algorithm. EUSIPCO Abderrahim Halimi, Gerald S. Buller, Steve McLaughlin, Paul Honeine
2016	J	`jnl`	Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects. IEEE Trans. Image Process. Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
2016	—	`conf`	Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin
2016	—	`conf`	Restoration of intensity and depth images constructed using sparse single-photon data. EUSIPCO Abderrahim Halimi, Yoann Altmann, Aongus McCarthy, Ximing Ren, Rachael Tobin, Gerald S. Buller, Steve McLaughlin
2016	—	`conf`	Robust hyperspectral unmixing accounting for residual components. SSP Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
2015	Misc	`conf`	A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. ICASSP Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine
2015	J	`jnl`	Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. CoRR Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
2015	—	`conf`	Hyperspectral unmixing accounting for spatial correlations and endmember variability. WHISPERS Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine
2015	J	`jnl`	Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau
2015	Misc	`conf`	Nonlinear regression using smooth Bayesian estimation. ICASSP Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret
2015	—	`conf`	Unmixing multitemporal hyperspectral images accounting for endmember variability. EUSIPCO Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Paul Honeine
2015	J	`jnl`	Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. IEEE Trans. Image Process. Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
2014	J	`jnl`	A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm. IEEE Trans. Geosci. Remote. Sens. Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut, Francois Boy
2014	C	`conf`	A generalized semi-analytical model for delay/Doppler altimetry. IGARSS Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau
2014	—	`conf`	Exploiting time and frequency information for Delay/Doppler altimetry. EUSIPCO Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Thomas Moreau, Francois Boy
2013	—	`conf`	Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry. EUSIPCO Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret
2013	—	`—`	De l'altimétrie conventionnelle à l'altimétrie SAR/Doppler. (From conventional to delay/Doppler altimetry). Abderrahim Halimi
2013	J	`jnl`	Parameter Estimation for Peaky Altimetric Waveforms. IEEE Trans. Geosci. Remote. Sens. Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut, Francois Boy
2012	J	`jnl`	Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery. IEEE Trans. Image Process. Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
2011	C	`conf`	A new model for peaky altimetric waveforms. IGARSS Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut
2011	C	`conf`	A post nonlinear mixing model for hyperspectral images unmixing. IGARSS Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
2011	J	`jnl`	Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model. IEEE Trans. Geosci. Remote. Sens. Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret
2011	Misc	`conf`	Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. ICASSP Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
2011	C	`conf`	Unmixing hyperspectral images using the generalized bilinear model. IGARSS Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret