Baseline spectrum estimation using half-quadratic minimization. - Vincent Mazet; David Brie; Jérôme Idier (EUSIPCO, 2004)

Sparse spike train deconvolution using the hunt filter and a thresholding method. - Vincent Mazet; David Brie; C. Caironi (IEEE Signal Process. Lett., 2004)

Développement de méthodes de traitement de signaux spectroscopiques : estimation de la ligne de base et du spectre de raies. (Development of methods for spectroscopic signal processing : baseline and spectral peaks estimation). - Vincent Mazet (2005)

Decomposition and Classification of Spectral Lines in Astronomical Radio Data Cubes. - Vincent Mazet; Christophe Collet 001; Bernd Vollmer (SCIA, 2009)

Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms. - Benjamin Perret; Vincent Mazet; Christophe Collet 001; Éric Slezak (SCIA, 2009)

Unsupervised joint Bayesian decomposition of a sequence of photoelectron spectra. - Vincent Mazet; Sylvain Faisan; Antoine Masson; Marc-André Gaveau; Lionel Poisson (WHISPERS, 2011)

Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing. - Benjamin Perret; Vincent Mazet; Christophe Collet 001; Éric Slezak (Pattern Recognit., 2011)

Joint Bayesian Decomposition of a Spectroscopic Signal Sequence. - Vincent Mazet (IEEE Signal Process. Lett., 2011)

Joint Bayesian decomposition of a spectroscopic signal sequence with RJMCMC. - Vincent Mazet; Sylvain Faisan; Antoine Masson; Marc-André Gaveau; Lionel Poisson; Jean-Michel Mestdagh (SSP, 2012)

MRF and Dempster-Shafer theory for simultaneous shadow/vegetation detection on high resolution aerial color images. - Tran-Thanh Ngo; Christophe Collet 001; Vincent Mazet (ICIP, 2014)

Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation. - Tran-Thanh Ngo; Christophe Collet 001; Vincent Mazet (ICIP, 2015)

Unsupervised joint decomposition of a spectroscopic signal sequence. - Vincent Mazet; Sylvain Faisan; Slim Awali; Marc-André Gaveau; Lionel Poisson (Signal Process., 2015)

Détection simultanée de l'ombre et de la végétation sur des images aériennes couleur en haute résolution. - Tran-Thanh Ngo; Christophe Collet 001; Vincent Mazet (Traitement du Signal, 2015)

Detection of faint extended sources in hyperspectral data and application to HDF-S MUSE observations. - Jean-Baptiste Courbot; Vincent Mazet; Emmanuel Monfrini; Christophe Collet 001 (ICASSP, 2016)

Oriented Triplet Markov fields for hyperspectral image segmentation. - Jean-Baptiste Courbot; Emmanuel Monfrini; Vincent Mazet; Christophe Collet 001 (WHISPERS, 2016)

Separation of delayed parameterized sources. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001 (EUSIPCO, 2017)

Extended faint source detection in astronomical hyperspectral images. - Jean-Baptiste Courbot; Vincent Mazet; Emmanuel Monfrini; Christophe Collet 001 (Signal Process., 2017)

Shape-Based Building Detection in Visible Band Images Using Shadow Information. - Tran-Thanh Ngo; Vincent Mazet; Christophe Collet 001; Paul de Fraipont (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Triplet Markov Trees for Image Segmentation. - Jean-Baptiste Courbot; Emmanuel Monfrini; Vincent Mazet; Christophe Collet 001 (SSP, 2018)

Spectroscopic Decomposition Of Astronomical Multispectral Images Using B-Splines. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001 (WHISPERS, 2018)

Oriented Triplet Markov Fields. - Jean-Baptiste Courbot; Emmanuel Monfrini; Vincent Mazet; Christophe Collet 001 (Pattern Recognit. Lett., 2018)

Pairwise Markov fields for segmentation in astronomical hyperspectral images. - Jean-Baptiste Courbot; Vincent Mazet; Emmanuel Monfrini; Christophe Collet 001 (Signal Process., 2019)

Parameterized source separation for delayed spectroscopic signals. - Hassan Mortada; Vincent Mazet; Charles Soussen; Christophe Collet 001; Lionel Poisson (Signal Process., 2019)

Pairwise and Hidden Markov Random Fields in Image Segmentation. - Jean-Baptiste Courbot; Vincent Mazet (EUSIPCO, 2020)

Spatio-Temporal Model for Dynamic Functional Connectivity in Resting State fMRI Analysis. - Massyl Moudoud; Céline Meillier; Marion Sourty; Vincent Mazet (EUSIPCO, 2024)

Surface Tracking in Coherence Scanning Interferometry by B-Spline Model and Teager-Kaiser Operator. - Fabien Salzenstein; Hassan Mortada; Vincent Mazet; Manuel Flury (ICPRAM, 2025)