Alexandre Benoit

Multimedia and remote sensing data analysis and understanding
98
Documents

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Publications

Image document

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/acta_imeko.v13i1.1323⟩
Article dans une revue hal-04544797 v1

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-04434824 v1

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-04812361 v1
Image document

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-04650672 v1
Image document

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-03763674 v1

Privacy and Security in Federated Learning: A Survey

Rémi Gosselin , Loïc Vieu , Faiza Loukil , A Benoit
Applied Sciences, 2022
Article dans une revue hal-03794100 v1
Image document

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-03594640 v1
Image document

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-01920608 v2

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-02342865 v1

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-02063128 v1
Image document

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-01814542 v1

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-00760192 v1
Image document

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-00732708 v1

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-00485078 v1

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-00377222 v1

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-00158429 v1

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-00371561 v1
Image document

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-00362891 v1
Image document

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-00256660 v1
Image document

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-00256659 v1
Image document

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-04787308 v1

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-04697949 v1
Image document

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-04696543 v2

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-04219868 v1

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-04190277 v1

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-04161552 v1

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-03830391 v1
Image document

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-03719597 v2
Image document

Explaining a deep spatiotemporal land cover classifier with attention and redescription mining

N. Méger , H. Courteille , A Benoit , A. Atto , Dino Ienco
The XXIV International Society for Photogrammetry and Remote Sensing Congress, Jun 2022, Nice, France. pp.673-680, ⟨10.5194/isprs-archives-XLIII-B3-2022-673-2022⟩
Communication dans un congrès hal-03694444 v1
Image document

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-03241475 v2
Image document

CHANNEL-BASED ATTENTION FOR LCC USING SENTINEL-2 TIME SERIES

Hermann Courteille , A Benoit , N Méger , A Atto , Dino Ienco
International Geoscience and Remote Sensing Symposium (IGARSS), IEEE, Jul 2021, Brussels, Belgium. pp.1077-1080, ⟨10.1109/IGARSS47720.2021.9554205⟩
Communication dans un congrès hal-03182049 v1
Image document

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-03632099 v1

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-03324037 v1
Image document

Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis

Mikaël Jacquemont , Thomas Vuillaume , A Benoit , Gilles Maurin , Patrick Lambert
VISAPP 2021, Feb 2021, online, France
Communication dans un congrès hal-03043188 v1
Image document

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-03043058 v1
Image document

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-03043005 v1
Image document

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-02945431 v1
Image document

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-02196644 v1
Image document

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-02087157 v1

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

Thomas Vuillaume , Jacquemont Mikael , Luca Antiga , Alexandre Benoit , Patrick Lambert 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-02403733 v1
Image document

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-02197399 v1
Image document

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-01970319 v1
Image document

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-01823911 v1
Image document

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-02197396 v1
Image document

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-01786688 v1
Image document

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-01786653 v1
Image document

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-01654191 v1
Image document

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-01834223 v1
Image document

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-01654187 v1
Image document

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-01416953 v1
Image document

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-01319960 v1
Image document

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-01319969 v1

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-01370161 v1
Image document

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-01238247 v1
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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-01233398 v1
Image document

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-01229055 v1
Image document

Clustering Spectral semi-supervisé avec propagation des contraintes par paires

N Voiron , A Benoit , A Filip , P Lambert , B Ionescu
12ème COnference en Recherche d’Information et Applications - CORIA, Mar 2015, Paris, France
Communication dans un congrès hal-01143664 v1
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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-01132491 v1
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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-00989034 v1

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-01096109 v1

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-01096114 v1

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-00875044 v1
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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-00953092 v1
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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-00732736 v1
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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-00770258 v1
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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-00732740 v1
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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-00732734 v1

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-00623702 v1

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-00623709 v1

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-00623707 v1
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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-00677651 v1

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-00953839 v1
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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-00783048 v1
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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-00591099 v1
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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-00366126 v1
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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-00372148 v1
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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-00324052 v1

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-00193535 v1

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-00258601 v1

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-00258617 v1
Image document

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-00256661 v1

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-00365893 v1

Intercepting Static Hand Gestures in Dynamic Context

Thomas Burger , Alexandre Benoit , Alice Caplier
ICIP, Oct 2006, Atlanta, United States
Communication dans un congrès hal-00133126 v1
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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-00328128 v2

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-00260801 v1

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-00133133 v1

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-00371567 v1

Motion Head Nods analaysis: interpretation of non verbal communication gestures

Alexandre Benoit , Alice Caplier
ICIP, 2005, Genova, Italy
Communication dans un congrès hal-00371568 v1

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-00371569 v1

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-03192900 v1

Hierarchical Late Fusion for Concept Detection in Videos

S. Tiberius Strat , Alexandre Benoit , Hervé Bredin , Georges Quénot , P. Lambert
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-00981688 v1
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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-00193715 v1
Image document

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-02505938 v1