Alexandre Benoit Multimedia and remote sensing data analysis and understanding

Identifiants chercheurs

IdHAL :

alexandre-benoit

ORCID :

0000-0002-0627-4948

IdRef :

118249711

Présentation

Publications

Article dans une revue (21)

A Multitask Deep Learning Model for Classification and Regression of Hyperspectral Images: Application to a Large-Scale Dataset Koushikey Chhapariya,Alexandre Benoit,Krishna Mohan Buddhiraju,Anil Kumar IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, pp.1-20. ⟨10.1109/TGRS.2025.3553751⟩ Article dans une revue hal-05302615v1
A low-cost machine learning process for gait measurement using an electrostatic sensors network Blandine Pichon,Eric Benoit,Stéphane Perrin,Alexandre Benoit,Nicolas Bertonet al. ACTA IMEKO, 2024, 13 (1), pp.1-5. ⟨10.21014/actaimeko.v13i1.1323⟩ Article dans une revue hal-04544797v1
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale Lorenzo Lopez Uroz,Yajing Yan,Alexandre Benoit,Antoine Rabatel,Sophie Giffard-Roisinet al. IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.2000405. ⟨10.1109/LGRS.2024.3353575⟩ Article dans une revue hal-04434824v1
Exploring Deep Learning for Volcanic Source Inversion Lorenzo Lopez Uroz,Yajing Yan,Alexandre Benoit,Fabien Albino,Pierre Bouygueset al. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-9. ⟨10.1109/TGRS.2024.3494253⟩ Article dans une revue hal-04812361v1
Explaining the decisions and the functioning of a convolutional spatiotemporal land cover classifier with channel attention and redescription mining Enzo Pelous,Nicolas Méger,Alexandre Benoit,Abdourrahmane Atto,Dino Iencoet al. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 215, pp.256-270. ⟨10.1016/j.isprsjprs.2024.06.021⟩ Article dans une revue hal-04650672v1
Offshore Oil Slick Detection: From Photo-Interpreter to Explainable Multi-Modal Deep Learning Models Using SAR Images and Contextual Data Emna Amri,Pierre Dardouillet,Alexandre Benoit,Hermann Courteille,Philippe Bolonet al. Remote Sensing, 2022, 14 (15), pp.3565. ⟨10.3390/rs14153565⟩ Article dans une revue hal-03763674v1
Privacy and Security in Federated Learning: A Survey Rémi Gosselin,Loïc Vieu,Faiza Loukil,A Benoit Applied Sciences, 2022 Article dans une revue hal-03794100v1
Sedimentary structure discrimination with hyperspectral imaging in sediment cores Kevin Jacq,William Rapuc,A Benoit,Didier Coquin,Bernard Fangetet al. Science of the Total Environment, 2022, 817, pp.152018. ⟨10.1016/j.scitotenv.2021.152018⟩ Article dans une revue hal-03594640v1
Timed-image based deep learning for action recognition in video sequences Abdourrahmane Atto,Alexandre Benoît,Patrick Lambert Pattern Recognition, 2020, 104, pp.107353. ⟨10.1016/j.patcog.2020.107353⟩ Article dans une revue hal-01920608v2
Assistance via IoT Networking cameras and Evidence Theory for 3D Object Instance Recognition: Application for the NAO Humanoid Robot Didier Coquin,Reda Boukezzoula,Alexandre Benoit,Thanh Long Nguyen Internet of Things, 2020, ⟨10.1016/j.iot.2019.100128⟩ Article dans une revue hal-02342865v1
Semantic Segmentation using Reinforced Fully Convolutional DenseNet with Multiscale Kernel Sourour Brahimi,Najib Ben Aoun,A Benoit,Patrick Lambert,Chokri Ben Amar Multimedia Tools and Applications, 2019, 78, pp.22077-22098. ⟨10.1007/s11042-019-7430-x⟩ Article dans une revue hal-02063128v1
Three dimensional Deep Learning approach for remote sensing image classification Amina Ben Hamida,A Benoit,Patrick Lambert,Chokri Ben Amar IEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (8), pp.4420-4434. ⟨10.1109/TGRS.2018.2818945⟩ Article dans une revue hal-01814542v1
Retina enhanced SURF descriptors for spatio-temporal concept detection Tiberius Strat,Alexandre Benoit,P. Lambert,Alice Caplier Multimedia Tools and Applications, 2014, 69 (2), pp.443-469. ⟨10.1007/s11042-012-1280-0⟩ Article dans une revue hal-00760192v1
PDE Based Enhancement of Color Images in RGB Space Salim Bettahar,Amin Boudghene Stambouli,Patrick Lambert,Alexandre Benoit IEEE Transactions on Image Processing, 2012, 21 (5), pp.2500 - 2512. ⟨10.1109/TIP.2011.2177844⟩ Article dans une revue hal-00732708v1
Fusing bio-inspired vision data for simplified high level scene interpretation: Application to face motion analysis Alexandre Benoit,Alice Caplier Computer Vision and Image Understanding, 2010, 114 (7), pp.774-789. ⟨10.1016/j.cviu.2010.01.010⟩ Article dans une revue istex hal-00485078v1
Using Human Visual System Modeling for Bio-inspired Low Level Image Processing Alexandre Benoit,Alice Caplier,Barthélémy Durette,Jeanny Hérault Computer Vision and Image Understanding, 2010, 114 (7), pp.758-773. ⟨10.1016/j.cviu.2010.01.011⟩ Article dans une revue istex hal-00377222v1
Multimodal Focus Attention and Stress Detection and Feedback in an Augmented Driver Simulator Alexandre Benoit,Laurent Bonnaud,Alice Caplier,Philippe Ngo,J.-Y. L. Lawsonet al. Personal and Ubiquitous Computing, 2009, 13 (1), pp.33-41. ⟨10.1007/s00779-007-0173-0⟩ Article dans une revue istex hal-00158429v1
SignTutor: An Interactive System for Sign Language Tutoring Oya Aran,Ismail Ari,Lale Akarun,Bulent Sankur,Alexandre Benoitet al. IEEE MultiMedia, 2009, 16 (1), pp.81-93. ⟨10.1109/MMUL.2009.17⟩ Article dans une revue hal-00371561v1
Quality Assessment of Stereoscopic Images Alexandre Benoit,Patrick Le Callet,Patrizio Campisi,Romain Cousseau EURASIP Journal on Image and Video Processing, 2008, 2008, Article ID 659024, 13 p. ⟨10.1155/2008/659024⟩ Article dans une revue hal-00362891v1
Multimodal signal processing and interaction for a driving simulator : component-based architecture Alexandre Benoit,Laurent Bonnaud,Alice Caplier,I. Damousis,F. Jourdeet al. Journal on Multimodal User Interfaces, 2007, 1 (1), pp.49-58. ⟨10.1007/BF02884432⟩ Article dans une revue hal-00256660v1
Multimodal Focus Attention Detection in an Augmented Driver Simulator Alexandre Benoit,Laurent Bonnaud,Alice Caplier,Philippe Ngo,L. Lawsonet al. Personal and Ubiquitous Computing, 2006, not yet published. ⟨10.1007/s00779-007-0173-0⟩ Article dans une revue istex hal-00256659v1

Communication dans un congrès (72)

La régression symbolique pour la modélisation des volcans Baptiste Bouvier,Argheesh Bhanot,Yajing Yan,A Benoit Rencontre Scientifique Volcanologique, Jun 2025, Chambéry, France Communication dans un congrès hal-05154988v1
Exploration de l’apprentissage automatique pour l’inversion volcanique Lorenzo Lopez Uroz,Yajing Yan,A Benoit,Fabien Albino,Sophie Giffard-Roisinet al. Rencontre Scientifique Volcanologique, Jun 2025, Chambéry, France Communication dans un congrès hal-05153580v1
Méthodologie de comparaison des pilotages conventionnel et par apprentissage profond en sous-station de réseaux de chaleur urbains Faiza Loukil,Lamia Berrah,Florine Giraud,Mickaël Bettinelli,Alexandre Benoitet al. Congrès Français de Thermique SFT 2025, Société Française de Thermique, Jun 2025, Chambéry, France. ⟨10.25855/SFT2025-108⟩ Communication dans un congrès hal-05133159v1
JOINT MULTITASK LEARNING FOR IMAGE SEGMENTATION AND SALIENT OBJECT DETECTION IN HYPERSPECTRAL IMAGERY Koushikey Chhapariya,Ientilucci Emmett J.,A Benoit,Buddhiraju Usa Krishna Mohan,Kumar India Anil Workshop on Hyperspectral Images and Signal Processing (WHISPERS 2024), Dec 2024, Helsinki, Finland Communication dans un congrès hal-04787308v1
A Deep Learning-Based Multitasking Model for Hyperspectral Image Analysis using Novel TAIGA Dataset Koushikey Chhapariya,Alexandre Benoit,Krishna Mohan Buddhiraju,Anil Kumar IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, Greece. pp.7883-7887, ⟨10.1109/IGARSS53475.2024.10641762⟩ Communication dans un congrès hal-04697949v1
Discovering Communities With Clustered Federated Learning Mickaël Bettinelli,Alexandre Benoit,Kévin Grandjean IEEE International Conference on Big Data, Dec 2024, Washington DC, United States Communication dans un congrès hal-04696543v2
Deep learning multimodal methods for geophysical inversion: application to glacier ice thickness estimation Lorenzo Lopez Uroz,A Benoit,Yajing Yan,Christophe Lin-Kwong-Chon,Sophie Giffard-Roisinet al. 20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans, France Communication dans un congrès hal-04219868v1
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope Michaël Dell'Aiera,Thomas Vuillaume,Mikaël Jacquemont,Alexandre Benoit 20th International Conference on Content-based Multimedia Indexing (CBMI 2023), Sep 2023, Orleans, France. pp.133-139, ⟨10.1145/3617233.3617279⟩ Communication dans un congrès hal-04190277v1
Improving ice thickness estimation of glaciers using deep learning methods : a case study in the Swiss Alps Lorenzo Lopez Uroz,Yajing Yan,Alexandre Benoit,Antoine Rabatel,Amaury Dehecqet al. EGU General Assembly 2023, Apr 2023, Vienne, Austria. ⟨10.5194/egusphere-egu23-8339⟩ Communication dans un congrès hal-04161552v1
Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning Architecture Mikaël Jacquemont,Thomas Vuillaume,Alexandre Benoit,Gilles Maurin,Patrick Lambert 30th Astronomical Data Analysis Software and Systems, Nov 2020, Granada, Spain. pp.203 Communication dans un congrès hal-03830391v1
Explainability of Image Semantic Segmentation Through SHAP Values Pierre Dardouillet,Alexandre Benoit,Emna Amri,Philippe Bolon,Dominique Dubucqet al. ICPR-XAIE -26TH International Conference on Pattern Recognition 2-nd Workshop on Explainable and Ethical AI, Aug 2022, Montreal, Canada Communication dans un congrès hal-03719597v2
Explaining a deep spatiotemporal land cover classifier with attention and redescription mining N. Méger,H. Courteille,A Benoit,A. Atto,Dino Ienco 24. ISPRS Congress (ISPRS 2022), Jun 2022, Nice, France. pp.673-680, ⟨10.5194/isprs-archives-XLIII-B3-2022-673-2022⟩ Communication dans un congrès hal-03694444v1
CHANNEL-BASED ATTENTION FOR LCC USING SENTINEL-2 TIME SERIES Hermann Courteille,A Benoit,N Méger,A Atto,Dino Ienco IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Jul 2021, Brussels, Belgium. pp.1077-1080, ⟨10.1109/IGARSS47720.2021.9554205⟩ Communication dans un congrès hal-03182049v1
First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning Mikaël Jacquemont,Thomas Vuillaume,Alexandre Benoit,Gilles Maurin,Patrick Lambertet al. International Conference on Content-Based Multimedia Indexing (CBMI), Jun 2021, Lille, France. 6 p., ⟨10.1109/CBMI50038.2021.9461918⟩ Communication dans un congrès hal-03241475v2
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information Emna Amri,Hermann Courteille,A Benoit,Philippe Bolon,Dominique Dubucqet al. SPIE Conference on Remote Sensing of the Ocean, Sea Ice, Coastal Waters, and Large Water Regions, Sep 2021, Online, Spain. ⟨10.1117/12.2598032⟩ Communication dans un congrès hal-03632099v1
Analysis of the Cherenkov Telescope Array first Large-Sized Telescope real data using convolutional neural networks Thomas Vuillaume,Mikaël Jacquemont,Mathieu de Bony de Lavergne,David A. Sanchez,Vincent Poireauet al. 37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.703, ⟨10.22323/1.395.0703⟩ Communication dans un congrès hal-03324037v1
Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis Mikaël Jacquemont,Thomas Vuillaume,A Benoit,Gilles Maurin,Patrick Lambert 16th International Conference on ComputerVision Theory and Applications (VISAPP 2021), Feb 2021, online, France Communication dans un congrès hal-03043188v1
Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization Mikaël Jacquemont,Thomas Vuillaume,A Benoit,Gilles Maurin,Patrick Lambert ICPR'2020 Workshop Explainable Deep Learning-AI, Jan 2021, Milan (on line), Italy Communication dans un congrès hal-03043058v1
Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning Architecture Mikaël Jacquemont,Thomas Vuillaume,Alexandre Benoît,Gilles Maurin,Patrick Lambert Astronomical Data Analysis Software and Systems ADASS XXX, Nov 2020, Granada, Spain Communication dans un congrès hal-03043005v1
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model Emna Amri,Alexandre Benoit,Philippe Bolon,Véronique Migebielle,Bruno Concheet al. 2020 IEEE International Joint Conference on Neural Networks (IJCNN), World Congress on Computational Intelligence (WCCI), Jul 2020, Glasgow (virtual), United Kingdom. pp.8, ⟨10.1109/IJCNN48605.2020.9206652⟩ Communication dans un congrès hal-02945431v1
Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks Mikaël Jacquemont,Luca Antiga,Thomas Vuillaume,Giorgia Silvestri,A Benoitet al. VISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic Communication dans un congrès hal-02087157v1
Receipt automatic reader Olga Maslova,Louis Klein,Damien Dabernat,A Benoit,Patrick Lambert Content-Based Multimedia Indexing (CBMI) 2019, Sep 2019, Dublin, Ireland Communication dans un congrès hal-02196644v1
GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data Thomas Vuillaume,Luca Antiga,Alexandre Benoit,Patrick Lambert,Gilles Maurinet al. 23rd International Conference on Computing in High Energy and Nuclear Physics, Jul 2018, Sofia, Bulgaria. pp.06020, ⟨10.1051/epjconf/201921406020⟩ Communication dans un congrès hal-02403733v1
GammaLearn: a Deep Learning framework for IACT data Mikaël Jacquemont,Thomas Vuillaume,A Benoit,Gilles Maurin,Patrick Lambertet al. 36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705 Communication dans un congrès hal-02197399v1
Generative Adversarial Network (GAN) for Remote Sensing Images unsupervised Learning Amina Ben Hamida,A Benoit,Patrick Lambert,Chokri Ben Amar RFIAP 2018, AFRIF, SFPT, IEEE GRSS, Jun 2018, Marne-la-Vallée, France Communication dans un congrès hal-01970319v1
Deep learning for dehazing: Comparison and analysis A Benoit,Leonel Cuevas,Jean-Baptiste Thomas Colour and Visual Computing Symposium (CVCS), Sep 2018, Gjøvik, Norway Communication dans un congrès hal-01823911v1
GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data Thomas Vuillaume,Mikaël Jacquemont,Luca Antiga,A Benoit,Patrick Lambertet al. 23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018), Jul 2018, Sofia, Bulgaria Communication dans un congrès hal-02197396v1
Multiscale Fully Convolutional DenseNet for Semantic Segmentation Sourour Brahimi,Najib Ben Aoun,Chokri Ben Amar,A Benoit,Patrick Lambert WSCG 2018, International Conference on Computer Graphics, Visualization and Computer Vision, May 2018, Pilsen, Czech Republic Communication dans un congrès hal-01786688v1
Deep learning for dehazing: Benchmark and analysis Leonel Cuevas Valeriano,Jean-Baptiste Thomas,A Benoit NOBIM 2018, Mar 2018, Hafjell, Øyer, Norway Communication dans un congrès hal-01786653v1
Deep Learning for automatic sale receipt understanding Rizlène Raoui-Outach,Cécile Million-Rousseau,Alexandre Benoit,Patrick Lambert International Conference on Image Processing Theory, Tools and Applications, Nov 2017, Montreal, Canada Communication dans un congrès hal-01654191v1
IRIM at TRECVID 2017: Instance Search Boris Mansencal,Jenny Benois-Pineau,Hervé Bredin,Alexandre Benoit,Nicolas Voironet al. TRECVid workshop 2017, Nov 2017, Gaithersburg, Maryland, United States Communication dans un congrès hal-01834223v1
DEEP LEARNING FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES WITH RICH SPECTRAL CONTENT Amina Ben Hamida,Alexandre Benoit,P. Lambert,L Klein,Chokri Ben Amaret al. IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, United States Communication dans un congrès hal-01654187v1
IRIM at TRECVID 2016: Instance Search Boris Mansencal,Jenny Benois-Pineau,Hervé Bredin,Alexandre Benoit,Nicolas Voironet al. TRECVid workshop 2016, National Institute of Standards and Technology (NIST), Nov 2016, Gaithersburg, Maryland, United States Communication dans un congrès hal-01416953v1
Lecture automatique d'un ticket de caisse par vision embarquée sur un téléphone mobile Rizlène Raoui-Outach,Cécile Million-Rousseau,Alexandre Benoit,Patrick Lambert RFIA 2016, Jun 2016, Clermont-Ferrand, France Communication dans un congrès hal-01319960v1
Deep Learning vs Spectral Clustering into an active clustering with pairwise constraints propagation Nicolas Voiron,Alexandre Benoit,Patrick Lambert,Bogdan Ionescu 14th International Workshop on Content-based Multimedia Indexing (CBMI 2016), Jun 2016, Bucarest, Romania Communication dans un congrès hal-01319969v1
DEEP LEARNING APPROACH FOR REMOTE SENSING IMAGE ANALYSIS Amina Ben Hamida,A Benoit,Patrick Lambert,Chokri Ben-Amar Big Data from Space (BiDS'16), Mar 2016, Santa Cruz de Tenerife, Spain. pp.133, ⟨10.2788/854791⟩ Communication dans un congrès hal-01370161v1
Could Multimedia approaches help Remote Sensing Analysis? Amina Ben Hamida,Alexandre Benoit,Patrick Lambert,Chokri Ben-Amar IIM 2015 Conference Image Information Mining : Earth Observation meets Multimedia , CEOSpaceTech, Bucharest, Romania, Oct 2015, Bucharest, Romania Communication dans un congrès hal-01238247v1
IRIM at TRECVID 2015: Semantic Indexing Hervé Le Borgne,Philippe Gosselin,David Picard,Miriam Redi,Bernard Mérialdoet al. Proceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States Communication dans un congrès hal-01233398v1
Semi-supervised spectral clustering with automatic propagation of pairwise constraints Nicolas Voiron,Alexandre Benoit,Patrick Lambert,Andrei Filip,Bogdan Ionescu International Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2015, Prague, Czech Republic. pp.1-6, ⟨10.1109/CBMI.2015.7153608⟩ Communication dans un congrès hal-01229055v1
Clustering Spectral semi-supervisé avec propagation des contraintes par paires A Benoit,A Filip,P Lambert,B Ionescu,Nicolas Voiron 12ème COnference en Recherche d’Information et Applications - CORIA, Mar 2015, Paris, France Communication dans un congrès hal-01143664v1
IRIM at TRECVID 2014: Semantic Indexing and Instance Search Nicolas Ballas,Benjamin Labbé,Hervé Le Borgne,Philippe Gosselin,David Picardet al. Proceedings of TRECVID, Nov 2014, Orlando, United States Communication dans un congrès hal-01132491v1
Bags of Trajectory Words for video indexing Tiberius Strat,Alexandre Benoit,Patrick Lambert CBMI 2014, Jun 2014, Klagenfuhrt, Austria. ⟨10.1109/CBMI.2014.6849820⟩ Communication dans un congrès hal-01096109v1
Analyse de trajectoires pour l'indexation sémantique des vidéos à grande échelle Sabin Tiberius Strat,Alexandre Benoit,Patrick Lambert Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France Communication dans un congrès hal-00989034v1
Retina enhanced bag of words descriptors for video classification Tiberius Strat,Alexandre Benoit,Patrick Lambert EUSIPCO 2014, Sep 2014, Lisbon, Portugal Communication dans un congrès hal-01096114v1
Retina enhanced SIFT descriptors for video indexing Tiberius Strat,Alexandre Benoit,Patrick Lambert 11th International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Jun 2013, Veszprem, Hungary. pp.201-206 Communication dans un congrès hal-00875044v1
IRIM at TRECVID 2013: Semantic Indexing and Instance Search Nicolas Ballas,Benjamin Labbé,Hervé Le Borgne,Philippe Gosselin,Miriam Rediet al. Proc. TRECVID Workshop, 2013, Gaithersburg, MD, United States Communication dans un congrès hal-00953092v1
Retina-Enhanced SURF Descriptors for Semantic Concept Detection in Videos Tiberius Strat,Alexandre Benoit,Patrick Lambert,Alice Caplier IPTA 2012 - 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA 2012), Oct 2012, Istanbul, Turkey. pp.1-6 Communication dans un congrès hal-00732736v1
IRIM at TRECVID 2012: Semantic Indexing and Instance Search Nicolas Ballas,Benjamin Labbé,Aymen Shabou,Hervé Le Borgne,Philippe-Henri Gosselinet al. TRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p Communication dans un congrès hal-00770258v1
Hierarchical Late Fusion for Concept Detection in Videos Tiberius Strat,Alexandre Benoit,Hervé Bredin,Georges Quénot,Patrick Lambert ECCV 2012 - 12th European Conference on Computer Vision, Oct 2012, Firenze, Italy. pp.335-344, ⟨10.1007/978-3-642-33885-4_34⟩ Communication dans un congrès hal-00732740v1
Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients Nicolas Voiron,Alexandre Benoit,Patrick Lambert 10th International Workshop on Content-Based Multimedia Indexing (CBMI 2012), Jun 2012, Annecy, France. pp.1-6 Communication dans un congrès hal-00732734v1
Similarity Measurement For Animation Movies Alexandre Benoit,Madalina Ciobotaru,Patrick Lambert,Bogdan Ionescu International MultiMedia Modeling Conference (MMM 2011), Jan 2011, Taiwan. 9 p Communication dans un congrès hal-00623709v1
Enhancement of Multi-Valued Images Using PDE Coupling Salim Bettahar,Amin Boudghene Stambouli,P. Lambert,Alexandre Benoit European Signal Processing Conference (EUSIPCO‐2011), Aug 2011, Spain. pp.CDROM Communication dans un congrès hal-00623702v1
A color-action perceptual approach to the classification of animated movies Bogdan Ionescu,C. Vertan,P. Lambert,Alexandre Benoit ACM International Conference on Multimedia Retrieval (ICMR 2011), Apr 2011, Trento, Italy. pp.CDROM, ⟨10.1145/1991996.1992006⟩ Communication dans un congrès hal-00623707v1
IRIM at TRECVID 2011: Semantic Indexing and Instance Search Bertrand Delezoide,Frédéric Precioso,Philippe-Henri Gosselin,Miriam Redi,Bernard Merialdoet al. TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p Communication dans un congrès hal-00677651v1
IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search David Gorisse,Frédéric Precioso,Philippe Gosselin,Lionel Granjon,Denis Pellerinet al. TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States Communication dans un congrès hal-00953839v1
The Dynamic Dictionary of Mathematical Functions (DDMF) Alexandre Benoit,Frédéric Chyzak,Alexis Darrasse,Stefan Gerhold,Marc Mezzarobbaet al. ICMS 2010 - Third International Congress on Mathematical Software, Sep 2010, Kobe, Japan. pp.35-41 Communication dans un congrès hal-00783048v1
IRIM at TRECVID 2010: Semantic Indexing and Instance Search David Gorisse,Frédéric Precioso,Philippe-Henri Gosselin,Lionel Granjon,Denis Pellerinet al. TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States Communication dans un congrès hal-00591099v1
Spatio-Temporal Tone Mapping Operator based on a Retina model Alexandre Benoit,David Alleysson,Jeanny Hérault,Patrick Le Callet CCIW 2009 - Computational Color Imaging Workshop (CCIW'09), Mar 2009, Saint Etienne, France. pp.12-22 Communication dans un congrès hal-00366126v1
Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-polar Signature Christian Bouvier,Alexandre Benoit,Alice Caplier,Pierre-Yves Coulon ACIVS 2008 - International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2008, Juan-Les-Pins, France. pp.1093-1102 Communication dans un congrès hal-00372148v1
Using disparity for quality assessment of stereoscopic images Alexandre Benoit,Patrick Le Callet,Patrizio Campisi,Romain Cousseau IEEE International Conference on Image Processing, ICIP 2008, Oct 2008, San Diego, United States Communication dans un congrès hal-00324052v1
Emotion Classification or face identification depend on which part of the face is analyzed Alexandre Benoit,Nathalie Guyader,Alice Caplier,Jeanny Hérault ECVP 2007 - European Conference on Visual Preception, Aug 2007, Arrezo, Italy Communication dans un congrès hal-00193535v1
A biomimetic real time retinal simulation software with non separable spatiotemporal processing, chromaticity and non linear local adaptivity Barthélémy Durette,Alexandre Benoit,Brice Chaix de Lavarène,David Alleysson,Jeanny Hérault European Retina Meeting, Oct 2007, Frankfurt/Main, Germany. pp.S4-P03 Communication dans un congrès hal-00258601v1
From bio-inspired vision toolbox to real-time computer vision algorithms Alexandre Benoit,Alice Caplier,Barthélémy Durette,Jeanny Hérault European Retina Meeting, Oct 2007, Frankfurt/Main, Germany. pp.S4-P02 Communication dans un congrès hal-00258617v1
Sign Language Tutoring Tool Oya Aran,Ismail Ari,Alexandre Benoit,Ana Huerta Carrillo,François-Xavier Fanardet al. eNTERFACE'06. Summer Workshop. on Multimodal Interfaces, 2007, Dubrovnik, Croatia Communication dans un congrès hal-00256661v1
Real-time bio-inspired retina simulation software with non-linear, adaptive and chromatic spatio-temporal processing Barthélémy Durette,Alexandre Benoit,David Alleysson,Jeanny Hérault NIPS-2006, Sep 2006, Vancouver, Canada. pp.201 Communication dans un congrès hal-00365893v1
Intercepting Static Hand Gestures in Dynamic Context Thomas Burger,Alexandre Benoit,Alice Caplier ICIP, Oct 2006, Atlanta, United States Communication dans un congrès hal-00133126v1
Extracting static hand gestures in dynamic context Thomas Burger,Alexandre Benoit,Alice Caplier International Conference on Image Processing (ICIP'06), Oct 2006, Atlanta, United States. ⟨10.1109/ICIP.2006.312923⟩ Communication dans un congrès hal-00328128v2
Real-time bio-inspired retina simulation software. Alexandre Benoit,B. Durette,B. Chaix de Lavarène,D. Alleysson,J. Hérault. Advances in Neural Information Processing Systems (NIPS), 2006, Vancouver, Canada Communication dans un congrès hal-00260801v1
Multimodal Focus Attention and Stress Detection and Feedback in an Augmented Driver Simulator Alexandre Benoit,Laurent Bonnaud,Alice Caplier,P. Ngo,L. Lawsonet al. 3rd IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI), Jun 2006, Athens, Greece. ⟨10.1007/0-387-34224-9⟩ Communication dans un congrès hal-00133133v1
Biological Approach for Head Detection and Analysis Alexandre Benoit,Alice Caplier EUSIPCO 2005 - 13th European Signal Processing Conference (EUSIPCO'05), Sep 2005, Antalya, Turkey Communication dans un congrès hal-00371567v1
Motion Head Nods analaysis: interpretation of non verbal communication gestures Alexandre Benoit,Alice Caplier ICIP, 2005, Genova, Italy Communication dans un congrès hal-00371568v1
Hypovigilence Analysis: Open or Closed Eye or Mouth ? Blinking or Yawning Frequency Alexandre Benoit,Alice Caplier AVSS, 2005, Como, Italy Communication dans un congrès hal-00371569v1

Poster de conférence (3)

Bias mitigation for collaborative and ethical learning on dynamic data Lynda Ferraguig,Alexandre Benoit,Faiza Loukil,Mickaël Bettinelli Symposium on Intelligent Data Analysis (IDA 2023), Apr 2023, Louvain-la-Neuve,, Belgium Poster de conférence hal-04106967v1
A Path Towards Fair and Equitable AI Advancing Bias Mitigation in Federated Learning Ferraguig Lynda,A Benoit,Faiza Loukil,Mickaël Bettinelli,Christophe Lin-Kwong-Chon The IEEE International Symposium on Women in Services Computing (WISC 2023), Jul 2023, Chicago, United States. , ⟨10.13140/RG.2.2.23701.29921⟩ Poster de conférence hal-04158784v1
Machine learning and deep learning for retro-observation of critical zone processes with hyperspectral imaging Kevin Jacq,Kevin Humbert,Dô Ambroise Judicaël Sanon,Jeanne Auboiron,Thomas Gardeset al. OZCAR TERENO International Conference, Oct 2021, Strasbourg, France Poster de conférence hal-03375408v1

Chapitre d'ouvrage (2)

Deep learning for semantic segmentation Alexandre Benoit,Badih Ghattas,Emna Amri,Joris Fournel,Patrick Lambert Benois-Pineau, Jenny; Zemmari, Akka. Multi-faceted Deep Learning, Springer International Publishing, pp.39-72, 2021, 978-3-030-74478-6. ⟨10.1007/978-3-030-74478-6_3⟩ Chapitre d'ouvrage hal-03192900v1
Hierarchical Late Fusion for Concept Detection in Videos Alexandre Benoit,Hervé Bredin,Georges Quénot,P. Lambert,Sabin Tiberius Strat Fusion in Computer Vision: Understanding Complex Visual Content, Springer international publishing, pp.53-78, 2014, ⟨10.1007/978-3-319-05696-8_3⟩ Chapitre d'ouvrage hal-00981688v1

Pré-publication, Document de travail (2)

Deep Learning and IACT: Bridging the gap between Monte-Carlo simulations and LST-1 data using domain adaptation Michael Dellaiera,Cyann Plard,Thomas Vuillaume,Alexandre Benoit,Sami Caroff 2024 Pré-publication, Document de travail hal-04529341v1
A low-cost machine learning process for gait measurement using an electrostatic sensors network Blandine Pichon,Eric Benoit,Stephane Perrin,Alexandre Benoit,Nicolas Bertonet al. 2023 Pré-publication, Document de travail hal-04032714v1

Thèse (1)

Le système visuel humain au secours de la vision par ordinateur Alexandre Benoit Traitement du signal et de l'image [eess.SP]. Institut National Polytechnique de Grenoble - INPG, 2007. Français. ⟨NNT : ⟩ Thèse tel-00193715v1

HDR (1)

Analyse automatique d'images, de l'expert à l'apprenti A Benoit Traitement du signal et de l'image [eess.SP]. Université Savoie Mont Blanc, 2019 HDR tel-02505938v1