Alexandre Benoit

Multimedia and remote sensing data analysis and understanding
102
Documents

Présentation

Publications

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Publications

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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
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A low-cost machine learning process for gait measurement using an electrostatic sensors network

Blandine Pichon , Eric Benoit , Stéphane Perrin , Alexandre Benoit , Nicolas Berton et 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-Roisin et 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 Bouygues et al.

IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.1-9. ⟨10.1109/TGRS.2024.3494253⟩

Article dans une revue hal-04812361v1
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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 Ienco et 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
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Sedimentary structure discrimination with hyperspectral imaging in sediment cores

Kevin Jacq , William Rapuc , A Benoit , Didier Coquin , Bernard Fanget et al.

Science of the Total Environment, 2022, 817, pp.152018. ⟨10.1016/j.scitotenv.2021.152018⟩

Article dans une revue hal-03594640v1
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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 Bolon et 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

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
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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

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
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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
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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

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

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

Multimodal Focus Attention and Stress Detection and Feedback in an Augmented Driver Simulator

Alexandre Benoit , Laurent Bonnaud , Alice Caplier , Philippe Ngo , J.-Y. L. Lawson et 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 Benoit et al.

IEEE MultiMedia, 2009, 16 (1), pp.81-93. ⟨10.1109/MMUL.2009.17⟩

Article dans une revue hal-00371561v1
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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
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Multimodal signal processing and interaction for a driving simulator : component-based architecture

Alexandre Benoit , Laurent Bonnaud , Alice Caplier , I. Damousis , F. Jourde et al.

Journal on Multimodal User Interfaces, 2007, 1 (1), pp.49-58. ⟨10.1007/BF02884432⟩

Article dans une revue hal-00256660v1
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Multimodal Focus Attention Detection in an Augmented Driver Simulator

Alexandre Benoit , Laurent Bonnaud , Alice Caplier , Philippe Ngo , L. Lawson et al.

Personal and Ubiquitous Computing, 2006, not yet published. ⟨10.1007/s00779-007-0173-0⟩

Article dans une revue istex hal-00256659v1

Exploration de l’apprentissage automatique pour l’inversion volcanique

Lorenzo Lopez Uroz , Yajing Yan , A Benoit , Fabien Albino , Sophie Giffard-Roisin et al.

Rencontre Scientifique Volcanologique, Jun 2025, Chambéry, France

Communication dans un congrès hal-05153580v1

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
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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 Benoit et 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
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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
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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-Roisin et 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 Dehecq et 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
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Explainability of Image Semantic Segmentation Through SHAP Values

Pierre Dardouillet , Alexandre Benoit , Emna Amri , Philippe Bolon , Dominique Dubucq et 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
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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
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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
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First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning

Mikaël Jacquemont , Thomas Vuillaume , Alexandre Benoit , Gilles Maurin , Patrick Lambert et 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

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 Poireau et al.

37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.703, ⟨10.22323/1.395.0703⟩

Communication dans un congrès hal-03324037v1
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Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information

Emna Amri , Hermann Courteille , A Benoit , Philippe Bolon , Dominique Dubucq et 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
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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
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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
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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
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Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model

Emna Amri , Alexandre Benoit , Philippe Bolon , Véronique Migebielle , Bruno Conche et 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
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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
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Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks

Mikaël Jacquemont , Luca Antiga , Thomas Vuillaume , Giorgia Silvestri , A Benoit et al.

VISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic

Communication dans un congrès hal-02087157v1

GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data

Thomas Vuillaume , Luca Antiga , Alexandre Benoit , Patrick Lambert , Gilles Maurin et 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
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GammaLearn: a Deep Learning framework for IACT data

Mikaël Jacquemont , Thomas Vuillaume , A Benoit , Gilles Maurin , Patrick Lambert et al.

36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705

Communication dans un congrès hal-02197399v1
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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
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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
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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
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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
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GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data

Thomas Vuillaume , Mikaël Jacquemont , Luca Antiga , A Benoit , Patrick Lambert et al.

23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018), Jul 2018, Sofia, Bulgaria

Communication dans un congrès hal-02197396v1
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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
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IRIM at TRECVID 2017: Instance Search

Boris Mansencal , Jenny Benois-Pineau , Hervé Bredin , Alexandre Benoit , Nicolas Voiron et al.

TRECVid workshop 2017, Nov 2017, Gaithersburg, Maryland, United States

Communication dans un congrès hal-01834223v1
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DEEP LEARNING FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES WITH RICH SPECTRAL CONTENT

Amina Ben Hamida , Alexandre Benoit , P. Lambert , L Klein , Chokri Ben Amar et al.

IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, United States

Communication dans un congrès hal-01654187v1

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
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IRIM at TRECVID 2016: Instance Search

Boris Mansencal , Jenny Benois-Pineau , Hervé Bredin , Alexandre Benoit , Nicolas Voiron et al.

TRECVid workshop 2016, National Institute of Standards and Technology (NIST), Nov 2016, Gaithersburg, Maryland, United States

Communication dans un congrès hal-01416953v1
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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
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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
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IRIM at TRECVID 2015: Semantic Indexing

Hervé Le Borgne , Philippe Gosselin , David Picard , Miriam Redi , Bernard Mérialdo et al.

Proceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States

Communication dans un congrès hal-01233398v1
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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
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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
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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
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IRIM at TRECVID 2014: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Hervé Le Borgne , Philippe Gosselin , David Picard et 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
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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
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IRIM at TRECVID 2013: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Hervé Le Borgne , Philippe Gosselin , Miriam Redi et al.

Proc. TRECVID Workshop, 2013, Gaithersburg, MD, United States

Communication dans un congrès hal-00953092v1
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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
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IRIM at TRECVID 2012: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Aymen Shabou , Hervé Le Borgne , Philippe-Henri Gosselin et al.

TRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p

Communication dans un congrès hal-00770258v1
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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
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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
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IRIM at TRECVID 2011: Semantic Indexing and Instance Search

Bertrand Delezoide , Frédéric Precioso , Philippe-Henri Gosselin , Miriam Redi , Bernard Merialdo et al.

TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p

Communication dans un congrès hal-00677651v1

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

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
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IRIM at TRECVID 2010: Semantic Indexing and Instance Search

David Gorisse , Frédéric Precioso , Philippe-Henri Gosselin , Lionel Granjon , Denis Pellerin et al.

TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States

Communication dans un congrès hal-00591099v1

IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search

David Gorisse , Frédéric Precioso , Philippe Gosselin , Lionel Granjon , Denis Pellerin et al.

TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States

Communication dans un congrès hal-00953839v1
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The Dynamic Dictionary of Mathematical Functions (DDMF)

Alexandre Benoit , Frédéric Chyzak , Alexis Darrasse , Stefan Gerhold , Marc Mezzarobba et al.

ICMS 2010 - Third International Congress on Mathematical Software, Sep 2010, Kobe, Japan. pp.35-41

Communication dans un congrès hal-00783048v1
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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
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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
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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
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Sign Language Tutoring Tool

Oya Aran , Ismail Ari , Alexandre Benoit , Ana Huerta Carrillo , François-Xavier Fanard et al.

eNTERFACE'06. Summer Workshop. on Multimodal Interfaces, 2007, Dubrovnik, Croatia

Communication dans un congrès hal-00256661v1

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

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

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

Multimodal Focus Attention and Stress Detection and Feedback in an Augmented Driver Simulator

Alexandre Benoit , Laurent Bonnaud , Alice Caplier , P. Ngo , L. Lawson et 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

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

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
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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

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

Biological Approach for Head Detection and Analysis

Alexandre Benoit , Alice Caplier

13th European Signal Processing Conference, EUSIPCO-2005, 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

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
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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
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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