Publications

A novel method for noninvasive estimation of respiratory effort during pressure support ventilation

K-step analysis of orthogonal greedy algorithms for non-negative sparse representations

When does OMP achieve exact recovery with continuous dictionaries?

Improved deconvolution of mineral reflectance spectra

Non-negative orthogonal greedy algorithms

Source separation approach for the analysis of spatially resolved multiply excited autofluorescence spectra during optical clearing of ex vivo skin

ROHSA: Regularized Optimization for Hyper-Spectral Analysis

A parallelizable framework for segmenting piecewise signals

Parameterized Source Separation For Delayed Spectroscopic Signals

Generalized LASSO with under-determined regularization matrices

Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach

Estimation du MAP Marginal d’un signal Bernoulli-Gaussien: une approche par relaxation continue

Estimation des paramètres d’un prior Bernoulli-Gaussien en problèmes inverses

Parameter Estimation in Sparse Inverse Problems Using Bernoulli-Gaussian Prior

Identification of minerals from hyperspectral imaging based on a fuzzy logic approach

OMP-based algorithm for mineral reflectance spectra deconvolution from hyperspectral images

Exact recovery analysis of non-negative orthogonal greedy algorithms

Study of the impact of optical clearing on skin absorption, scattering and autofluorescence properties

Exact recovery analysis of non-negative greedy algorithms

Modifications of skin optical properties throughout optical clearing process based on spatially resolved autofluorescence and diffuse reflectance tissue spectroscopy

A case of exact recovery using OMP with continuous dictionaries

Non-negative orthogonal greedy algorithms for sparse reconstruction

Analysis of force-volume images in atomic force microscopy using sparse approximation

Approximation parcimonieuse pour l’analyse d’images force-volume en microscopie de force atomique

Approximation parcimonieuse pour le traitement d’image force-volume en microscopie de force atomique IC2 Traitement Signal et Image

Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External Radiotherapy

Surface reconstruction from tomography data

Reconstruction des surfaces en tomographie

Algorithmes d’approximation parcimonieuse inspirés d’Orthogonal Least Squares pour les problèmes inverses

Reconstruction 3D d’un objet compact en tomographie