|
A Deep Learning-Based Multitasking Model for Hyperspectral Image Analysis using Novel TAIGA Dataset
Koushikey Chhapariya
,
Alexandre Benoit
,
Krishna Mohan Buddhiraju
,
Anil Kumar
Conference papers
hal-04697949
v1
|
|
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
|
|
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.
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
|
|
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
|
|
Explaining a deep spatiotemporal land cover classifier with attention and redescription mining
N. Méger
,
H. Courteille
,
A Benoit
,
A. Atto
,
Dino Ienco
Conference papers
hal-03694444
v1
|
|
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
|
|
CHANNEL-BASED ATTENTION FOR LCC USING SENTINEL-2 TIME SERIES
Hermann Courteille
,
A Benoit
,
N Méger
,
A Atto
,
Dino Ienco
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.
Conference papers
hal-03324037
v1
|
|
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.
Conference papers
hal-03241475
v2
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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.
Conference papers
hal-02403733
v1
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
Hierarchical Late Fusion for Concept Detection in Videos
Tiberius Strat
,
Alexandre Benoit
,
Hervé Bredin
,
Georges Quénot
,
Patrick Lambert
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
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
|
|
Extracting static hand gestures in dynamic context
Thomas Burger
,
Alexandre Benoit
,
Alice Caplier
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
|