Abderrahim Halimi

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 46

Top Venues

EUSIPCO

CoRR

ICASSP

IEEE Trans. Computational Imaging

National Polytechnic Institute of Toulouse, France (PHD)

Education History

National Polytechnic Institute of Toulouse, France

PHD

Publications

Abderrahim Halimi, Stephen McLaughlin
Plug-and-Play for Joint Deblurring and Guided Super-Resolution of Single-Photon 3D Lidar data. EUSIPCO (2023)
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)
Imad Gohar, John See, Abderrahim Halimi, Weng Kean Yew
Automatic Defect Detection in Wind Turbine Blade Images: Model Benchmarks and Re-Annotations. ICME Workshops (2023)
Jakeoung Koo, Abderrahim Halimi, Stephen McLaughlin
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. CoRR (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)
Jakeoung Koo, Abderrahim Halimi, Aurora Maccarone, Gerald S. Buller, Stephen McLaughlin
A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants. EUSIPCO (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)
Jakeoung Koo, Abderrahim Halimi, Stephen McLaughlin
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. IEEE J. Sel. Top. Signal Process. 16 (4) (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)
Alice Ruget, Stephen McLaughlin, Robert K. Henderson, István Gyöngy, Abderrahim Halimi, Jonathan Leach
Robust and Guided Super-resolution for Single-Photon Depth Imaging via a Deep Network. EUSIPCO (2021)
Germán Mora-Martín, Alex Turpin, Alice Ruget, Abderrahim Halimi, Robert K. Henderson, Jonathan Leach, István Gyöngy
High-speed object detection with a single-photon time-of-flight image sensor. 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)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu
Multivariate semi-blind deconvolution of fMRI time series. NeuroImage 241 (2021)
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)
Andrew M. Wallace, Abderrahim Halimi, Gerald S. Buller
Full Waveform LiDAR for Adverse Weather Conditions. IEEE Trans. Veh. Technol. 69 (7) (2020)
Songmao Chen, Abderrahim Halimi, Ximing Ren, Aongus McCarthy, XiuQin Su, Stephen McLaughlin, Gerald S. Buller
Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data. IEEE Trans. Image Process. 29 (2020)
Alice Ruget, Stephen McLaughlin, Robert K. Henderson, István Gyöngy, Abderrahim Halimi, Jonathan Leach
Robust super-resolution depth imaging via a multi-feature fusion deep network. CoRR (2020)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. ICASSP (2019)
Abderrahim Halimi, Philippe Ciuciu, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller
Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. CAMSAP (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)
Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu
fMRI BOLD signal decomposition using a multivariate low-rank model. EUSIPCO (2019)
Abderrahim Halimi, José M. Bioucas-Dias, Ximing Ren, Stephen McLaughlin, Aongus McCarthy, Gerald S. Buller
Restoration of Multilayered Single-Photon 3D Lidar Images. SAM (2018)
Abderrahim Halimi, Gerald S. Buller, Stephen McLaughlin, Paul Honeine
Denoising Smooth Signals Using a Bayesian Approach: Application to Altimetry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (4) (2017)
Abderrahim Halimi, Peter Connolly, Ximing Ren, Yoann Altmann, István Gyöngy, Robert K. Henderson, Stephen McLaughlin, Gerald S. Buller
Restoration of depth and intensity images using a graph laplacian regularization. CAMSAP (2017)
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Abderrahim Halimi, José M. Bioucas-Dias, Nicolas Dobigeon, Gerald S. Buller, Stephen McLaughlin
Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects. IEEE Trans. Computational Imaging 3 (2) (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, Rachael Tobin, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller
Restoration of multilayered single-photon 3D Lidar images. EUSIPCO (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)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects. IEEE Trans. Image Process. 25 (10) (2016)
Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. IEEE Trans. Geosci. Remote. Sens. 54 (7) (2016)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin
Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS (2016)
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing. CoRR (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)
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng
ADMM for maximum correntropy criterion. IJCNN (2016)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Hichem Snoussi
Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias
Robust hyperspectral unmixing accounting for residual components. SSP (2016)
Abderrahim Halimi, Gerald S. Buller, Steve McLaughlin, Paul Honeine
Filtering smooth altimetric signals using a Bayesian algorithm. EUSIPCO (2016)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau
Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine
Hyperspectral unmixing accounting for spatial correlations and endmember variability. WHISPERS (2015)
Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. CoRR (2015)
Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Paul Honeine
Unmixing multitemporal hyperspectral images accounting for endmember variability. EUSIPCO (2015)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret
Nonlinear regression using smooth Bayesian estimation. ICASSP (2015)
Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. IEEE Trans. Image Process. 24 (12) (2015)
Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine
A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. ICASSP (2015)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Thomas Moreau, Francois Boy
Exploiting time and frequency information for Delay/Doppler altimetry. EUSIPCO (2014)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut, Francois Boy
A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau
A generalized semi-analytical model for delay/Doppler altimetry. IGARSS (2014)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret
Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry. EUSIPCO (2013)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut, Francois Boy
Parameter Estimation for Peaky Altimetric Waveforms. IEEE Trans. Geosci. Remote. Sens. 51 (3-2) (2013)
Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery. IEEE Trans. Image Process. 21 (6) (2012)
Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret
Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model. IEEE Trans. Geosci. Remote. Sens. 49 (11) (2011)
Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
A post nonlinear mixing model for hyperspectral images unmixing. IGARSS (2011)
Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret
Unmixing hyperspectral images using the generalized bilinear model. IGARSS (2011)
Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret
Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. ICASSP (2011)
Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut
A new model for peaky altimetric waveforms. IGARSS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Abderrahim Halimi