Publications HAL

2021/01 IEEE Trans.Rad.Plasma Med.Sci. – ProMeSCT: A Proximal Metric Algorithm for Spectral CT

2020/12 – Unmixing 2D HSQC NMR mixtures with β-NMF and sparsity

2020/05 – β-NMF AND SPARSITY PROMOTING REGULARIZATIONS FOR COMPLEX MIXTURE UNMIXING. APPLICATION TO 2D HSQC NMR

2019/11 IEEE Transactions on Information Theory – Recovery and convergence rate of the Frank-Wolfe Algorithm for the m-EXACT-SPARSE Problem

2019/05 – Challenges in the decomposition of 2D NMR spectra of mixtures of small molecules

2019/05 Faraday Discussions – Challenges in the decomposition of 2D NMR spectra of mixtures of small molecules

2018/11 – Frank-Wolfe Algorithm for the Exact Sparse Problem

2018/11 Applied and Computational Harmonic Analysis – Generalized Greedy Alternatives

2018/05 – Simultaneous reconstruction and separation in a spectral CT framework with a proximal variable metric algorithm

2015/09 – Approche variationnelle pour la déconvolution rapide de données 3D en microscopie biphotonique

2014/10 – Generalized Subspace Pursuit and an application to sparse Poisson denoising

2013/11 – Empirical Bernstein Inequality for Martingales : Application to Online Learning

2013/09 – A greedy approach to sparse poisson denoising

2012/12 – Optimal Computational Trade-Off of Inexact Proximal Methods (short version)

2012/11 Inverse Problems and Imaging – Some proximal methods for Poisson intensity CBCT and PET

2012/10 – Optimal Computational Trade-Off of Inexact Proximal Methods

2012/08 – Matching Pursuit With Stochastic Selection

2012/04 – Proximal Algorithms and CT: New Results on 3D Real Datas and Color CT

2011/12 – Accelerating ISTA with an active set strategy

2011/09 – On the efficiency of proximal methods for CBCT and PET

2011/06 – Stochastic Low-Rank Kernel Learning for Regression

2011/01 – Modèles de mélange de Gaussiennes temps-fréquence pour le débruitage de signaux

2010/12 – Empirical Bernstein Inequalities for U-Statistics

2010/06 – Scalable Indexing of HD Video

2009/09 Multimedia Tools and Applications – Combining spatial and temporal patches for scalable video indexing

2009/06 – Scalable spatio-temporal video indexing using sparse multiscale patches

2009/04 – Method for measuring the dissimilarity between a first and a second images and a first and second video sequences

2009/01 – Sparse Multiscale Patches (SMP) for Image Categorization

2008/11 – Sparse Multiscale Pacthes for Image Processing

2008/08 – Regularization of inverse problems with adaptive discrepancy terms: application to multispectral data

2008/06 – Image Retrieval via Kullback-Leibler Divergence of Patches of Multiscale Coefficients in the KNN Framework

2008/05 – Using Neighborhood Distributions of Wavelet Coefficients for On-the-Fly, Multiscale-Based Image Retrieval

2007/09 – Mesures de similarité entre images dans le cadre des problèmes inverses

2007/06 – On the convergence of iterative shrinkage algorithms with adaptive discrepancy terms

2005/08 – Plusieurs approches en ondelettes pour la séparation et déconvolection de composantes. Application à des données astrophysiques.