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ORCIDAbderrahim Halimi
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2020 – today
- 2023
[j21]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: 106-119 (2023)- [c30]Abderrahim Halimi, Stephen McLaughlin:
Plug-and-Play for Joint Deblurring and Guided Super-Resolution of Single-Photon 3D Lidar data. EUSIPCO 2023: 1718-1722 - [c29]Sándor Plósz, István Gyöngy, Jonathan Leach, Steve McLaughlin, Gerald S. Buller, Abderrahim Halimi:
Fast Multiscale 3D Reconstruction Using Single-Photon Lidar Data. ICASSP 2023: 1-5 - [c28]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: 290-295 - 2022
- [j20]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): 762-774 (2022) - [j19]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: 174-187 (2022) - [c27]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: 872-876 - [c26]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: 1531-1535 - [i6]Jakeoung Koo, Abderrahim Halimi, Steve McLaughlin:
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. CoRR abs/2201.10910 (2022) - 2021
- [j18]Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Claire Leroy, Philippe Ciuciu:
Multivariate semi-blind deconvolution of fMRI time series. NeuroImage 241: 118418 (2021) - [j17]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: 961-974 (2021) - [c25]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: 716-720 - [i5]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 abs/2107.13407 (2021) - [i4]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 abs/2110.11414 (2021) - 2020
- [j16]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: 138-152 (2020) - [j15]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: 3119-3131 (2020) - [j14]Andrew M. Wallace, Abderrahim Halimi, Gerald S. Buller:
Full Waveform LiDAR for Adverse Weather Conditions. IEEE Trans. Veh. Technol. 69(7): 7064-7077 (2020) - [i3]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 abs/2011.11444 (2020)
2010 – 2019
- 2019
- [c24]Abderrahim Halimi, Philippe Ciuciu, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller:
Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images. CAMSAP 2019: 196-200 - [c23]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: 1-5 - [c22]Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu:
fMRI BOLD signal decomposition using a multivariate low-rank model. EUSIPCO 2019: 1-5 - [c21]Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu:
Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI. ICASSP 2019: 1323-1327 - 2018
- [c20]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: 642-646 - 2017
- [j13]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): 1278-1289 (2017) - [j12]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): 146-159 (2017) - [j11]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): 472-484 (2017) - [j10]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): 4944-4955 (2017) - [c19]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: 1-5 - [c18]Abderrahim Halimi, Rachael Tobin, Aongus McCarthy, Stephen McLaughlin, Gerald S. Buller:
Restoration of multilayered single-photon 3D Lidar images. EUSIPCO 2017: 708-712 - [c17]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: 3111-3115 - 2016
- [j9]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): 2207-2219 (2016) - [j8]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): 3811-3821 (2016) - [j7]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): 4565-4579 (2016) - [c16]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: 86-90 - [c15]Abderrahim Halimi, Gerald S. Buller, Steve McLaughlin, Paul Honeine:
Filtering smooth altimetric signals using a Bayesian algorithm. EUSIPCO 2016: 2385-2389 - [c14]Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng:
ADMM for maximum correntropy criterion. IJCNN 2016: 1420-1427 - [c13]Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias:
Robust hyperspectral unmixing accounting for residual components. SSP 2016: 1-5 - [c12]Abderrahim Halimi, Paul Honeine, José M. Bioucas-Dias, Gerald S. Buller, Steve McLaughlin:
Nonlinear hyperspectral unmixing accounting for spatial illumination variability. WHISPERS 2016: 1-5 - [i2]Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng:
Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing. CoRR abs/1602.01729 (2016) - 2015
- [j6]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): 598-608 (2015) - [j5]Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret:
Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability. IEEE Trans. Image Process. 24(12): 4904-4917 (2015) - [c11]Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Steve McLaughlin, Paul Honeine:
Unmixing multitemporal hyperspectral images accounting for endmember variability. EUSIPCO 2015: 1656-1660 - [c10]Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine:
A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability. ICASSP 2015: 2469-2473 - [c9]Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret:
Nonlinear regression using smooth Bayesian estimation. ICASSP 2015: 2634-2638 - [c8]Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret, Paul Honeine:
Hyperspectral unmixing accounting for spatial correlations and endmember variability. WHISPERS 2015: 1-4 - [i1]Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret:
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. CoRR abs/1501.05552 (2015) - 2014
- [j4]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): 4248-4258 (2014) - [c7]Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Thomas Moreau, Francois Boy:
Exploiting time and frequency information for Delay/Doppler altimetry. EUSIPCO 2014: 1088-1092 - [c6]Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Francois Boy, Thomas Moreau:
A generalized semi-analytical model for delay/Doppler altimetry. IGARSS 2014: 5126-5129 - 2013
- [b1]Abderrahim Halimi:
De l'altimétrie conventionnelle à l'altimétrie SAR/Doppler. (From conventional to delay/Doppler altimetry). National Polytechnic Institute of Toulouse, France, 2013 - [j3]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): 1568-1577 (2013) - [c5]Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret:
Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry. EUSIPCO 2013: 1-5 - 2012
- [j2]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): 3017-3025 (2012) - 2011
- [j1]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): 4153-4162 (2011) - [c4]Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret:
Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery. ICASSP 2011: 1009-1012 - [c3]Yoann Altmann, Abderrahim Halimi, Nicolas Dobigeon, Jean-Yves Tourneret:
A post nonlinear mixing model for hyperspectral images unmixing. IGARSS 2011: 1882-1885 - [c2]Abderrahim Halimi, Yoann Altmann, Nicolas Dobigeon, Jean-Yves Tourneret:
Unmixing hyperspectral images using the generalized bilinear model. IGARSS 2011: 1886-1889 - [c1]Abderrahim Halimi, Corinne Mailhes, Jean-Yves Tourneret, Pierre Thibaut:
A new model for peaky altimetric waveforms. IGARSS 2011: 2825-2828
Coauthor Index
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