Abderrahim Halimi

Orcid: 0000-0002-8112-5352

According to our database¹, Abderrahim Halimi authored at least 59 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Bayesian Deep Unfolding with Graph Attention for Dual-Peak Single-Photon Lidar Imaging.

[BibT_eX]

[DOI]

Jakeoung Koo

Abderrahim Halimi

Stephen McLaughlin

Proceedings of the 32nd European Signal Processing Conference, 2024

Optimizing Wind Turbine Surface Defect Detection: A Rotated Bounding Box Approach.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

Fusion of Magnetic Resonance and Ultrasound Images Using Guided Filtering: Application to Endometriosis Surgery.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Real-Time Reconstruction of 3D Videos From Single-Photon LiDaR Data in the Presence of Obscurants.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2023

Automatic Defect Detection in Wind Turbine Blade Images: Model Benchmarks and Re-Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Fast Multiscale 3D Reconstruction Using Single-Photon Lidar Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Plug-and-Play for Joint Deblurring and Guided Super-Resolution of Single-Photon 3D Lidar data.

[BibT_eX]

[DOI]

Abderrahim Halimi

Stephen McLaughlin

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data.

[BibT_eX]

[DOI]

Mohamed Amir Alaa Belmekki

IEEE Trans. Computational Imaging, 2022

A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems.

[BibT_eX]

[DOI]

Jakeoung Koo

Abderrahim Halimi

Stephen McLaughlin

IEEE J. Sel. Top. Signal Process., 2022

Robust Bayesian Reconstruction of Multispectral Single-Photon 3D Lidar Data with Non-Uniform Background.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

Multivariate semi-blind deconvolution of fMRI time series.

[BibT_eX]

[DOI]

NeuroImage, 2021

Real-time, low-cost multi-person 3D pose estimation.

[BibT_eX]

[DOI]

CoRR, 2021

High-speed object detection with a single-photon time-of-flight image sensor.

[BibT_eX]

[DOI]

CoRR, 2021

Robust and Guided Super-resolution for Single-Photon Depth Imaging via a Deep Network.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Full Waveform LiDAR for Adverse Weather Conditions.

[BibT_eX]

[DOI]

Andrew M. Wallace

Abderrahim Halimi

Gerald S. Buller

IEEE Trans. Veh. Technol., 2020

Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Robust super-resolution depth imaging via a multi-feature fusion deep network.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

fMRI BOLD signal decomposition using a multivariate low-rank model.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Non-Local Restoration Of Sparse 3d Single-Photon Data.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

Restoration of Multilayered Single-Photon 3D Lidar Images.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

2017

Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Object Depth Profile and Reflectivity Restoration From Sparse Single-Photon Data Acquired in Underwater Environments.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2017

Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2017

Denoising Smooth Signals Using a Bayesian Approach: Application to Altimetry.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Restoration of multilayered single-photon 3D Lidar images.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Restoration of depth and intensity images using a graph laplacian regularization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects.

[BibT_eX]

[DOI]

Abderrahim Halimi

Paul Honeine

José M. Bioucas-Dias

IEEE Trans. Image Process., 2016

Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Nonlinear hyperspectral unmixing accounting for spatial illumination variability.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Robust hyperspectral unmixing accounting for residual components.

[BibT_eX]

[DOI]

Abderrahim Halimi

Paul Honeine

José M. Bioucas-Dias

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

ADMM for maximum correntropy criterion.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Filtering smooth altimetric signals using a Bayesian algorithm.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Restoration of intensity and depth images constructed using sparse single-photon data.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability.

[BibT_eX]

[DOI]

Abderrahim Halimi

Nicolas Dobigeon

Jean-Yves Tourneret

IEEE Trans. Image Process., 2015

Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach.

[BibT_eX]

[DOI]

CoRR, 2015

Hyperspectral unmixing accounting for spatial correlations and endmember variability.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Nonlinear regression using smooth Bayesian estimation.

[BibT_eX]

[DOI]

Abderrahim Halimi

Corinne Mailhes

Jean-Yves Tourneret

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Unmixing multitemporal hyperspectral images accounting for endmember variability.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A generalized semi-analytical model for delay/Doppler altimetry.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Exploiting time and frequency information for Delay/Doppler altimetry.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

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

[BibT_eX]

[DOI]

Abderrahim Halimi

PhD thesis, 2013

Parameter Estimation for Peaky Altimetric Waveforms.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry.

[BibT_eX]

[DOI]

Abderrahim Halimi

Corinne Mailhes

Jean-Yves Tourneret

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

2011

Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

A new model for peaky altimetric waveforms.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Unmixing hyperspectral images using the generalized bilinear model.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A post nonlinear mixing model for hyperspectral images unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Supervised nonlinear spectral unmixing using a polynomial post nonlinear model for hyperspectral imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Abderrahim Halimi

Timeline

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