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Alexandre Benoit

85
Documents
Identifiants chercheurs

Présentation

Currently working on pattern recognition in the context of video sequences and remote sensing images analysis. My activities cover image and video content low level description to high semantic level concepts recognition. Many topics involved, image filtering, visual features extraction, multimodal data fusion & clustering.

Publications

Using Deep Learning for Glacier Thickness Estimation at a Regional Scale

Lorenzo Lopez Uroz , Yajing Yan , Alexandre Benoit , Antoine Rabatel , Sophie Giffard-Roisin
IEEE Geoscience and Remote Sensing Letters, 2024, 21, pp.1-5. ⟨10.1109/LGRS.2024.3353575⟩
Article dans une revue hal-04434824v1
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
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
Image document

Sedimentary structure discrimination with hyperspectral imaging in sediment cores

Kevin Jacq , William Rapuc , A Benoit , Didier Coquin , Bernard Fanget
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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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
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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 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 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
Personal and Ubiquitous Computing, 2009, 13 (1), pp.33-41. ⟨10.1007/s00779-007-0173-0⟩
Article dans une revue hal-00158429v1

SignTutor: An Interactive System for Sign Language Tutoring

Oya Aran , Ismail Ari , Lale Akarun , Bulent Sankur , Alexandre Benoit
IEEE MultiMedia, 2009, 16 (1), pp.81-93. ⟨10.1109/MMUL.2009.17⟩
Article dans une revue hal-00371561v1
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-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
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
Personal and Ubiquitous Computing, 2006, not yet published. ⟨10.1007/s00779-007-0173-0⟩
Article dans une revue hal-00256659v1

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
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
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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
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-03694444v1
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Explainability of Image Semantic Segmentation Through SHAP Values

Pierre Dardouillet , Alexandre Benoit , Emna Amri , Philippe Bolon , Dominique Dubucq
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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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-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
VISAPP 2021, Feb 2021, online, France
Communication dans un congrès hal-03043188v1
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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
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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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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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
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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Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks

Mikaël Jacquemont , Luca Antiga , Thomas Vuillaume , Giorgia Silvestri , A Benoit
VISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic
Communication dans un congrès hal-02087157v1
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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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GammaLearn: a Deep Learning framework for IACT data

Mikaël Jacquemont , Thomas Vuillaume , A Benoit , Gilles Maurin , Patrick Lambert
36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705
Communication dans un congrès hal-02197399v1
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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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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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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
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
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
IEEE International Geoscience and Remote Sensing Symposium, Jul 2017, Fort Worth, United States
Communication dans un congrès hal-01654187v1
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IRIM at TRECVID 2016: Instance Search

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

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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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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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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IRIM at TRECVID 2015: Semantic Indexing

Hervé Le Borgne , Philippe Gosselin , David Picard , Miriam Redi , Bernard Mérialdo
Proceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States
Communication dans un congrès hal-01233398v1
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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-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
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
Proc. TRECVID Workshop, 2013, Gaithersburg, MD, United States
Communication dans un congrès hal-00953092v1
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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 2012: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Aymen Shabou , Hervé Le Borgne , Philippe-Henri Gosselin
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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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
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IRIM at TRECVID 2011: Semantic Indexing and Instance Search

Bertrand Delezoide , Frédéric Precioso , Philippe-Henri Gosselin , Miriam Redi , Bernard Merialdo
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
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The Dynamic Dictionary of Mathematical Functions (DDMF)

Alexandre Benoit , Frédéric Chyzak , Alexis Darrasse , Stefan Gerhold , Marc Mezzarobba
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: High Level Feature Extraction and Instance Search

David Gorisse , Frédéric Precioso , Philippe Gosselin , Lionel Granjon , Denis Pellerin
TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States
Communication dans un congrès hal-00953839v1
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IRIM at TRECVID 2010: Semantic Indexing and Instance Search

David Gorisse , Frédéric Precioso , Philippe-Henri Gosselin , Lionel Granjon , Denis Pellerin
TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States
Communication dans un congrès hal-00591099v1
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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

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
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Sign Language Tutoring Tool

Oya Aran , Ismail Ari , Alexandre Benoit , Ana Huerta Carrillo , François-Xavier Fanard
eNTERFACE'06. Summer Workshop. on Multimodal Interfaces, 2007, Dubrovnik, Croatia
Communication dans un congrès hal-00256661v1

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

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

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

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

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
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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

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

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

Deep learning for semantic segmentation

A Benoit , Badih Ghattas , Emna Amri , Joris Fournel , Patrick Lambert
Benois-Pineau, Jenny; Zemmari, Akka. Multi-faceted Deep Learning, , 2021, 978-3-030-74478-6
Chapitre d'ouvrage hal-03192900v1

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
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