Vincent BARRA
- Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes (LIMOS)
Présentation
I’m a full professor in Computer Science at the LIMOS lab of Clermont-Auvergne University and CNRS. I’m Vice dean of Clermont-Auvergne-INP (education and training) and Assistant director of LIMOS. My research interests are centered on data analysis, viewed from both a methodological and an applicative point of view. This include image and video processing, mesh processing, computational geometry, machine and deep learning. I mainly teach at ISIMA, an engineering school in computer science of Clermont-Auvergne INP.
Domaines de recherche
Publications
Publications
Process optimization assistant powered with AI driven digital twin: multiobjective processes use caseDTCO and Computational Patterning IV, Feb 2025, San Jose, France. pp.25, ⟨10.1117/12.3050795⟩ |
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Deep Learning-Based on Feature Enhancement Module for Outer and Inner Object Segmentation in Semiconductor Images: Applications in Annotation and Metrology17th International Conference on Quality Control by Artificial Vision (QCAV), Jun 2025, Yamanashi, Japan |
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Metrology and segmentation in SEM/TEM imaging: accelerating semiconductor analysis through advanced deep learning techniquesMetrology, Inspection, and Process Control XXXIX, Feb 2025, San Jose, France. pp.96, ⟨10.1117/12.3051067⟩ |
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Trustworthy AI for Spatio-Temporal Forecasting via Counterfactual CausalityIEEE International Conference on Tools with Artificial Intelligence, Nov 2025, Athens, Greece |
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Neural network-based probability density function identificationEuropean Safety and Reliability Conference, Jun 2024, Cracow, Poland |
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A generic deep-learning based defect segmentation model for electron micrographs for automatic defect inspectionSPIE Advanced Lithography, Feb 2023, San José, California, United States |
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ML-Enhanced Generalized Langevin Equation for Transient Anomalous Diffusion in Polymer DynamicsNeurIPS 2023 Workshop: Machine Learning and the Physical Sciences, Dec 2023, NewOrleans, United States |
Real-world case study of a deep learning enhanced Elderly Person Fall Video-Detection SystemVISAPP 2023, Feb 2023, Lisbon, Portugal |
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Deep Learning Approaches for Computational Inverse Problem in Electrical Impedance TomographySpring Southeastern Virtual Sectional Meeting, Mar 2021, Georgia Institute of Technology, United States |
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Electrical Impedance Tomography using Sparsity Regularization and Machine Learning ApproachSIAM Conference on Imaging Science, Jul 2020, Toronto, Canada |
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Image-to-image translation model to generate magnetogram out of EUV imagesMachine Learning in Heliophysics, Sep 2019, Amsterdam, France |
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Enrichissement d'orthophotographie par des données OpenStreetMap pour l'apprentissage machineSAGEO, Nov 2019, CLERMONT-FERRAND, France |
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Détection d'émotions sur données multimodales restreintes par réseaux triplesConférence sur l'Apprentissage automatique (CAP'2019), Jul 2019, TOULOUSE, France |
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RECONSTRUCTION OF SATELLITE IMAGE CONTAMINATED BY CLOUDS19e symposium brésilien de télédetection, Apr 2019, Santos, Brazil |
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Rare events detection in NDVI time-series using jarque-bera testIGARSS 2015 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, Italy. pp.338 - 341, ⟨10.1109/IGARSS.2015.7325769⟩ |
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Rare events detection in NDVI time-series using jarque-bera testIGARSS 2015 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2015, Milan, France |
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3D shape retrieval using uncertain semantic query: a preliminary studyICPRAM, Mar 2014, Angers, France |
An adaptive multiplicative decomposition of non stationary multi-temporal satellite images: Application to urban changes detectionImage Processing, Applications and Systems Conference (IPAS), 2014 First International, Nov 2014, SFAX, Tunisia |
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3D Shape Retrieval using Uncertain Semantic Query - A Preliminary Study3rd International Conference on Pattern Recognition Applications and Methods, 2014, Angers, France |
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A study of changes prediction by HMM with non-stationarity image data: Case of urban areaAdvanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on, Mar 2014, Sousse, Tunisia |
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A study of changes prediction by HMM with non-stationary image data: Case of urban areaATSIP 2014 : 1st International Conference on Advanced Technologies for Signal & Image Processing, Mar 2014, Sousse, Tunisia. pp.396 - 401, ⟨10.1109/ATSIP.2014.6834643⟩ |
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An adaptive multiplicative decomposition of non stationary multi-temporal satellite images: Application to urban changes detectionIPAS 2014 : First International Image Processing, Applications and Systems Conference, Nov 2014, Hammamet, Tunisia. pp.1 - 7, ⟨10.1109/IPAS.2014.7043314⟩ |
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Learning kernels on extended Reeb graphs for 3d shape classification and retrieval3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval, May 2013, Girona, Spain |
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Seasonal Vegetation Prediction from Satellite image using Hidden Markov ModelAITSRP 2013 : International Workshop on Artificial Intelligence Technologies for Spatial Risk Prediction, Dec 2013, Cairo, Egypt |
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Spatio-temporal modeling based on hidden Markov model for object tracking in satellite imagerySetit 2012: 6th international conference, Sciences of Electronic, Technologies of Information and Telecommunications, Mar 2012, Sousse, Tunisia. pp.351 - 358 |
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MCMC Modular Ensemble TrackingVisapp, International Conference on Vision Theory and Applications, 2012, Roma, Italia, Unknown Region |
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Surface quadrangulations using scalar functionsProceedings of Eurographics Symposium on Geometry Processing, Jul 2012, Tallinn, Czech Republic |
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Model driven Engineering for a Transcranial Magnetic Stimulation simulationESM’10, European Simulation and Modelling Conference, Oct 2010, Hasselt, Belgium. pp.199-205 |
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A combined voxel and surface based method for topology correction of brain surfaces.Proceedings of SPIE: Image Processing, Feb 2010, San Diego, California, United States. pp.8, ⟨10.1117/12.844624⟩ |
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A combined voxel and surface based method for topology correction of brain surfacesProceedings of SPIE: Image processing, Feb 2010, San Diego, CA, United States. pp.8 |
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Multispectral Texture Analysis using Local Binary Pattern on Totally Ordered Vectorial SpacesProceedings of VISAPP’10, International Conference on Computer Vision Theory and Applications, May 2010, Angers, France |
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Modular Ensemble Tracking2nd International Conference on Image Processing Theory, Tools and Applications, 2010, Paris, France |
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Model Driven reverse Engineering for a Transcranial magnetic Stimulation Simulation Affliction to Software VersioningESM'2010, October 25-27, 2010, Hasselt University, Belgium, Oct 2010, Hasselt University, Belgium, France. pp.199-205 |
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Modular Ensemble TrackingIEEE International Conference in Image Processing, Theory and Applications, Jul 2010, Paris, France |
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Tiling surfaces with cylinders using n-loopsIEEE INTERNATIONAL CONFERENCE ON SHAPE MODELING AND APPLICATIONS (SMI), Jun 2010, Aix en Provence, France |
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Cutting an Organic SurfaceEuropean Workshop on Computational Geometry, 2009, Bruxelles, Belgium |
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Segmentation, Tracking and Characterization of Solar Features from EIT Solar Corona ImagesProceedings of SCIA 2009, Lecture Notes in Computer Sciences, Jun 2009, Oslo, Norway. ⟨10.1007/978-3-540-30134-9_60⟩ |
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Une version modifiée de l'Ensemble TrackingORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France |
Low-resolution Surface Mapping: a Topological and Geometrical ApproachEuropean Workshop on Computational Geometry, 2009, Bruxelles, Belgium |
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A Tool for Topographic Analysis of Electrode Contacts in Human Cortical Stimulation11th International Conference on Computer Vision (ICCV 2007), IEEE, Oct 2007, Rio de Janeiro, Brazil. ⟨10.1109/ICCV.2007.4409174⟩ |
Segmentation of Extreme Ultraviolet Solar Images using a Multispectral Data Fusion Process2007 IEEE International Fuzzy Systems Conference, Jul 2007, London, United Kingdom. 6 p., ⟨10.1109/FUZZY.2007.4295367⟩ |
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A Collaborative Software Tool for the Evaluation of MRI Brain Segmentation MethodsInternational Symposium on Information Technology Convergence (ISITC 2007), Nov 2007, Jeonju, South Korea. pp.235 - 239, ⟨10.1109/ISITC.2007.9⟩ |
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Multiresolution images fusion for the quantification of neuronal activity: a discrete approach3rd IASTED International Conference on Biomedical Engineering, 2005, Innsbruck, Austria |
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Modelling the colonisation dynamics of Scots in French areas, impact of possible atmospheric carbon changesOICMS 2005, 1st Open international conference on modelling and simulation, Clermond-Ferrand Blaise Pascal University, France, 13 th-15 th june 2005, 2005, pp.231-239 |
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Transcranial Magnetic Stimulaion : Magnetic Field Computation in empty free spaceIEEE Engineering in Medicine and Biology Conference, 2005, Shanghai, China |
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Segmentation d'images de puces à ADN par un algorithme de division/fusionORASIS, 2005, Paris, France |
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Segmentation of EIT images using fuzzy clustering. A preliminary studyProceedings of European SPM-11, Sep 2005, Leuwen, Belgium |
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A New Method for the Quantitative Study of Neurotransmission24th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2003, Cancun, Mexico |
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Simulation of Microarray images ExperimentsSummer Computer Simulation Conference, 2003, Montreal, Canada. pp.115-118 |
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Quantification of neurotransmission defects in functional imaging using information fusion: a prospective study Emmanuelle FRENOUX9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2002, Annecy, France. pp.1595-1596 |
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Segmentation automatique des composantes structurales de la viande à partir d'images RMN10. Rencontres Scientifiques et Technologiques des Industries Alimentaires, Apr 1998, Massy, France |
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Segmentation automatique des composantes structurales de la viande à partir d'images RMN10. Rencontres Scientifiques et Technologiques des Industries Alimentaires. Agoral 98, Apr 1998, Massy, France |
Digital Image Processing With C++: Implementing Reference Algorithms With the CImg LibraryCRC Press. Eds. Taylor & Francis, In press, 9781003323693 |
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Informatique MP2I et MPI - CPGE 1re et 2e années - Nouveaux programmesEllipses, 2021, 9782340054516 |
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Le traitement numérique des images en C++ - Implémentation d’algorithmes avec la bibliothèque CImg2021 |
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Apprentissage artificiel - 4e éditionEyrolles, 990 p., 2021, Algorithmes, 978-2-416-00104-8 |
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. Apprentissage artificiel - 3e édition: Deep Learning, Concepts et algorithmesEyrolles, 900 p., 2018, Algorithmes, 978-2-212-67522-1 |
Conception de cartes en relief pour les personnes déficientes visuellesCartographies en mouvement, 2021, 978-2-84516-642-4 |
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Analysis of Thermal Video for Coarse to Fine Particle Tracking in Volcanic Explosion PlumesImage Analysis. SCIA 2015. Lecture Notes in Computer Science, vol 9127, 2015, ⟨10.1007/978-3-319-19665-7_30⟩ |
Segmentation d'images2021 |
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Les mathématiques de l'imagerie.2021 |
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Fusion d'images 3D du cerveau - Etude de modèles et applicationsAutre [q-bio.OT]. Université d'Auvergne - Clermont-Ferrand I, 2000. Français. ⟨NNT : ⟩ |
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Fusion d'images 3D du cerveau : étude de modèles et applicationsTraitement du signal et de l'image [eess.SP]. Université d'Auvergne, 2000. Français. ⟨NNT : ⟩ |
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Modélisation, classification et fusion de données biomédicalesInterface homme-machine [cs.HC]. Université Blaise Pascal - Clermont-Ferrand II, 2004 |
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Bayesian calibration of the Pasture Simulation Model (PaSim) to simulate Swiss grasslands under climate extremes.12th Congress of the European Society for Agronomy, Aug 2012, Helsinki, Finland. 2 p., 2012 |
Bayesian calibration of the Pasture Simulation Model (PaSim) to simulate European grasslands under climate extremes: case study at Stubai (Austria)11th International Probabilistic Safety Assessment and Management Conference and the Annual European Safety and Reliability Conference 2012, Jun 2012, Helsinki, Finland. 1, , 10 p., 2012, 978-1-62276-436-5 |
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Uncertainty and imprecision. merging fuzzy information: theory and applicationsJournée Clermontoise sur l'imprécision et l'incertitude en fusion d'information, Clermont-Ferrand, 16 juin 1999, 1999, France. pp.120, 1999 |