2025
Review of state-of-the-art surface defect detection on wind turbine blades through aerial imagery: Challenges and recommendations.
Eng. Appl. Artif. Intell., 2025
2024
A Plug-and-Play Algorithm for 3D Video Super-Resolution of Single-Photon LiDAR data.
CoRR, 2024
Bayesian Deep Unfolding with Graph Attention for Dual-Peak Single-Photon Lidar Imaging.
Proceedings of the 32nd European Signal Processing Conference, 2024
Optimizing Wind Turbine Surface Defect Detection: A Rotated Bounding Box Approach.
Proceedings of the 32nd European Signal Processing Conference, 2024
Fusion of Magnetic Resonance and Ultrasound Images Using Guided Filtering: Application to Endometriosis Surgery.
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.
IEEE Trans. Computational Imaging, 2023
Automatic Defect Detection in Wind Turbine Blade Images: Model Benchmarks and Re-Annotations.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023
Fast Multiscale 3D Reconstruction Using Single-Photon Lidar Data.
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.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Fast Task-Based Adaptive Sampling for 3D Single-Photon Multispectral Lidar Data.
IEEE Trans. Computational Imaging, 2022
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems.
IEEE J. Sel. Top. Signal Process., 2022
Robust Bayesian Reconstruction of Multispectral Single-Photon 3D Lidar Data with Non-Uniform Background.
Proceedings of the IEEE International Conference on Acoustics, 2022
A Bayesian Based Unrolling Approach to Single-Photon Lidar Imaging through Obscurants.
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.
IEEE Trans. Computational Imaging, 2021
Multivariate semi-blind deconvolution of fMRI time series.
NeuroImage, 2021
Real-time, low-cost multi-person 3D pose estimation.
CoRR, 2021
High-speed object detection with a single-photon time-of-flight image sensor.
CoRR, 2021
Robust and Guided Super-resolution for Single-Photon Depth Imaging via a Deep Network.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Full Waveform LiDAR for Adverse Weather Conditions.
IEEE Trans. Veh. Technol., 2020
Learning Non-Local Spatial Correlations To Restore Sparse 3D Single-Photon Data.
IEEE Trans. Image Process., 2020
Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images.
IEEE Trans. Computational Imaging, 2020
Robust super-resolution depth imaging via a multi-feature fusion deep network.
CoRR, 2020
2019
Sparsity-based Blind Deconvolution of Neural Activation Signal in FMRI.
Proceedings of the IEEE International Conference on Acoustics, 2019
fMRI BOLD signal decomposition using a multivariate low-rank model.
Proceedings of the 27th European Signal Processing Conference, 2019
Non-Local Restoration Of Sparse 3d Single-Photon Data.
Proceedings of the 27th European Signal Processing Conference, 2019
Fast Adaptive Scene Sampling for Single-Photon 3D Lidar Images.
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.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
2017
Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017
Object Depth Profile and Reflectivity Restoration From Sparse Single-Photon Data Acquired in Underwater Environments.
IEEE Trans. Computational Imaging, 2017
Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects.
IEEE Trans. Computational Imaging, 2017
Denoising Smooth Signals Using a Bayesian Approach: Application to Altimetry.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Restoration of multilayered single-photon 3D Lidar images.
Proceedings of the 25th European Signal Processing Conference, 2017
Restoration of depth and intensity images using a graph laplacian regularization.
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.
IEEE Trans. Image Process., 2016
Bayesian Estimation of Smooth Altimetric Parameters: Application to Conventional and Delay/Doppler Altimetry.
IEEE Trans. Geosci. Remote. Sens., 2016
Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach.
IEEE Trans. Geosci. Remote. Sens., 2016
Nonlinear hyperspectral unmixing accounting for spatial illumination variability.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Robust hyperspectral unmixing accounting for residual components.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
ADMM for maximum correntropy criterion.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Filtering smooth altimetric signals using a Bayesian algorithm.
Proceedings of the 24th European Signal Processing Conference, 2016
Restoration of intensity and depth images constructed using sparse single-photon data.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability.
IEEE Trans. Image Process., 2015
Including Antenna Mispointing in a Semi-Analytical Model for Delay/Doppler Altimetry.
IEEE Trans. Geosci. Remote. Sens., 2015
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach.
CoRR, 2015
Hyperspectral unmixing accounting for spatial correlations and endmember variability.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Nonlinear regression using smooth Bayesian estimation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A new Bayesian unmixing algorithm for hyperspectral images mitigating endmember variability.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Unmixing multitemporal hyperspectral images accounting for endmember variability.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
A Semi-Analytical Model for Delay/Doppler Altimetry and Its Estimation Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2014
A generalized semi-analytical model for delay/Doppler altimetry.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Exploiting time and frequency information for Delay/Doppler altimetry.
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).
PhD thesis, 2013
Parameter Estimation for Peaky Altimetric Waveforms.
IEEE Trans. Geosci. Remote. Sens., 2013
Cramér-Rao bounds and estimation algorithms for delay/Doppler and conventional altimetry.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery.
IEEE Trans. Image Process., 2012
2011
Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model.
IEEE Trans. Geosci. Remote. Sens., 2011
A new model for peaky altimetric waveforms.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Unmixing hyperspectral images using the generalized bilinear model.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A post nonlinear mixing model for hyperspectral images unmixing.
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.
Proceedings of the IEEE International Conference on Acoustics, 2011