SIIM : SIgnal-Image-Modeling

Keys Words

Modeling, ill-posed inverse problems (blind sources separation – unmixing – multidimensional deconvolution (MIMO systems)), dimension reduction, estimation, (heterogeneous) data fusion, supervised/unsupervised learning, classification, survey/decision, (Convolutive) Neural Networks, Deep Learning, matrix and tensor decompositions, stochastic and deterministic optimization, non-stationary processes (time-frequency (spatial) distributions, adaptive algorithms), linear and multilinear algebra, low rank approximation, approximation theory, nonlinear and chaotic dynamical system theory.

 

Head

Nadège THIRION-MOREAU

 

Permanent Members

BOUCHARA FrédéricMaitre de Conférences
Courriel : frederic.bouchara@lis-lab.fr
Telephone : 0494142210
BOUCHOUICHA MoezMaitre de Conférences
Courriel : moez.bouchouicha@lis-lab.fr
GINOUX Jean-MarcMaitre de Conférences
Courriel : jean-marc.ginoux@lis-lab.fr
Telephone : 494142488
LUCIANI XavierMaitre de Conférences
Courriel : xavier.luciani@lis-lab.fr
Telephone : 0494142503
MAIRE SylvainMaitre de Conférences
Courriel : sylvain.maire@lis-lab.fr
MINGHELLI-ROMAN AudreyMaitre de Conférences
Courriel : audrey.minghelli-roman@lis-lab.fr
Telephone : 0494142229
MOREAU ÉricProfesseur des Universités
Courriel : eric.moreau@lis-lab.fr
Telephone : 0494142586
NGUYEN ThanhMaitre de Conférences
Courriel : thanh-phuong.nguyen@lis-lab.fr
PRISSETTE CyrilMaitre de Conférences
Courriel : cyril.prissette@lis-lab.fr
THIRION-MOREAU NadègeProfesseur des Universités
Courriel : nadege.thirion-moreau@lis-lab.fr
Telephone : 0494142456

 

Phd Studients

ANDRE RémiDoctorant
Courriel : remi.andre@lis-lab.fr
CHAMBARET GuillaumeDoctorant
Courriel : guillaume.chambaret@lis-lab.fr
EL QUATE KarimaDoctorant
Courriel : karima.elquate@lis-lab.fr
FRIZZI SebastienDoctorant
Courriel : sebastien.frizzi@lis-lab.fr
HAMDI TakouaDoctorant
Courriel : takoua.hamdi@lis-lab.fr
KAABI RabebDoctorant
Courriel : rabeb.kaabi@lis-lab.fr
LAMOURET MarieDoctorant
Courriel : marie.lamouret@lis-lab.fr
MARIE VincentDoctorant
Courriel : vincent.marie@lis-lab.fr
NGUYEN ThanhDoctorant
Courriel : thanh-tuan.nguyen@lis-lab.fr
SANCHEZ GuillaumeDoctorant
Courriel : guillaume.sanchez@lis-lab.fr
SANOU Isaac WilfriedDoctorant
Courriel : isaac-wilfried.sanou@lis-lab.fr
SOUQUIERES LauraDoctorant
Courriel : laura.souquieres@lis-lab.fr

 

Other staff members

BECHAR IkhlefPost-Doctorant
Courriel : ikhlef.bechar@lis-lab.fr
Telephone : 0494142076
ENEL LaurentCherch. associe
Courriel : laurent.enel@lis-lab.fr
GUIS VincenteIR
Courriel : vincente.guis@lis-lab.fr

 

Research interests

The Project Team « SIgnal-Image-Modeling’’ (SIIM) is part of the Signal & Image pole of the LIS laboratory. This team is hosted in the SeaTech engineering school of the University of Toulon (La Garde site).

The researches of the members of the SIIM team are gearing towards data sciences & analysis, and concern more precisely: signal and image processing, computer vision, machine learning and optimization.

They range from the observation or the physical study of the data for modeling or characterization purposes or their processing and analysis. The main aims are to retrieve meaningful information or latent variables, to help the end-users with the interpretation of the results or to develop automatic decision or diagnostic assistance systems. This involves the development of innovative theoretical approaches and the effective implementation of these methods through numerical computation and high performance algorithms. These (dedicated) solutions also have to be able to take into account the specificities and constraints linked to the considered application. Depending on it, we can handle different kind of datasets: multidimensional or multimodal signals, multi- or hyper- spectral images, 3D or 4D fluorescence spectroscopy imaging, video sequences, etc.

 

Main Lines

Signal Processing – Image processing – Computer Vision – Machine learning

 

Main Fields of application

Environmental data observation or monitoring, environmental data analysis/mining, marine surveillance, written document analysis, biomedical engineering, diagnostic assistance

 

Local ecosystem and valorization

MEDD and INPS poles of the Toulon University, IRSN, IFREMER, CNES, Mediterranean Sea Cluster (pôle MER méditerranée), Booster Space4Earth/SafeCluster, French customs, Airbus Defense and Space, CS Technologies, Thales Alenia Space, Naval Group, Sofresud, Hexaglobe, Seaviews, TVT Innovation

 

Scientific publications



documents