Alexandre Benoit

Computer Science Professor Image&signal understanding, Machine Learning, Deep Learning LISTIC Lab / Polytech Annecy-Chambéry, FRANCE
98
Documents

Presentation

Currently working on data analysis and deep learning for a variety of case studies:

  • I have a historical activity on image analysis and pattern recognition in the context of video sequences. This activity extends to remote sensing time series images analysis for earth observation and also astrophysics. My activities cover image and video content low-level description to high semantic level concepts recognition. Many topics involved, image filtering, visual feature extraction, multimodal data fusion & clustering.
  • Machine (deep) learning related to physics is becoming more in my focus. When working on Earth Observation and Astrophysics, inversion problems applied to real data are subject to different challenges related to partial knowledge on the physics behind, domain adaptation and others that impact on models relevance. Deep learning approaches are thus applied with different strategies to be constrained by physics or help discover new physics.
  • An emerging activity adapted to the above experience focuses on decentralized machine learning in order to move to more realistic application case studies, taking into account both the global knowledge and specific local behaviours.

Publications

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Publications

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⟩
Journal articles hal-04434824 v1
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⟩
Journal articles hal-04544797 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⟩
Journal articles 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⟩
Journal articles hal-04650672 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⟩
Journal articles hal-03594640 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⟩
Journal articles hal-03763674 v1

Privacy and Security in Federated Learning: A Survey

Rémi Gosselin , Loïc Vieu , Faiza Loukil , A Benoit
Applied Sciences, 2022
Journal articles hal-03794100 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-00732708 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⟩
Journal articles istex hal-00377222 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⟩
Journal articles istex hal-00485078 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles istex hal-00256659 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⟩
Conference papers hal-04697949 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
Conference papers hal-04787308 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
Conference papers 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
Conference papers 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⟩
Conference papers 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⟩
Conference papers 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
Conference papers 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
Conference papers 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⟩
Conference papers hal-03694444 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
Conference papers hal-03043058 v1
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⟩
Conference papers hal-03182049 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⟩
Conference papers hal-03324037 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⟩
Conference papers hal-03241475 v2
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⟩
Conference papers hal-03632099 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
Conference papers hal-03043188 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
Conference papers 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⟩
Conference papers 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
Conference papers 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
Conference papers 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⟩
Conference papers hal-02403733 v1
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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
Conference papers hal-02197399 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
Conference papers 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
Conference papers hal-01786653 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
Conference papers hal-01970319 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
Conference papers hal-02197396 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
Conference papers hal-01823911 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
Conference papers hal-01654191 v1
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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
Conference papers hal-01834223 v1
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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
Conference papers hal-01654187 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⟩
Conference papers hal-01370161 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
Conference papers 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
Conference papers 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
Conference papers hal-01319969 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
Conference papers 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
Conference papers hal-01233398 v1
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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⟩
Conference papers hal-01229055 v1
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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
Conference papers 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
Conference papers 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
Conference papers 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⟩
Conference papers hal-01096109 v1

Retina enhanced bag of words descriptors for video classification

Tiberius Strat , Alexandre Benoit , Patrick Lambert
EUSIPCO 2014, Sep 2014, Lisbon, Portugal
Conference papers 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
Conference papers 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
Conference papers hal-00953092 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
Conference papers hal-00732734 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
Conference papers hal-00770258 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
Conference papers hal-00732736 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⟩
Conference papers hal-00732740 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⟩
Conference papers 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
Conference papers hal-00677651 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
Conference papers hal-00623709 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
Conference papers hal-00623702 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
Conference papers hal-00783048 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
Conference papers hal-00953839 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
Conference papers 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
Conference papers 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
Conference papers 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
Conference papers hal-00324052 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
Conference papers hal-00256661 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
Conference papers 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
Conference papers 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
Conference papers hal-00258617 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⟩
Conference papers hal-00133133 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
Conference papers hal-00365893 v1

Intercepting Static Hand Gestures in Dynamic Context

Thomas Burger , Alexandre Benoit , Alice Caplier
ICIP, Oct 2006, Atlanta, United States
Conference papers hal-00133126 v1
Image document

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⟩
Conference papers 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
Conference papers hal-00260801 v1

Hypovigilence Analysis: Open or Closed Eye or Mouth ? Blinking or Yawning Frequency

Alexandre Benoit , Alice Caplier
AVSS, 2005, Como, Italy
Conference papers hal-00371569 v1

Biological Approach for Head Detection and Analysis

Alexandre Benoit , Alice Caplier
13th European Signal Processing Conference, EUSIPCO-2005, 2005, Antalya, Turkey
Conference papers hal-00371567 v1

Motion Head Nods analaysis: interpretation of non verbal communication gestures

Alexandre Benoit , Alice Caplier
ICIP, 2005, Genova, Italy
Conference papers hal-00371568 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⟩
Book sections 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⟩
Book sections hal-00981688 v1
Image document

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 : ⟩
Theses 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
Habilitation à diriger des recherches tel-02505938 v1