Alexandre Benoît

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Image Classification

Semantic Segmentation

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Lorenzo Lopez Uroz, Yajing Yan, Alexandre Benoît, Antoine Rabatel, Sophie Giffard-Roisin, Christophe Lin-Kwong-Chon
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Lorenzo Lopez Uroz, Alexandre Benoît, Yajing Yan, Christophe Lin-Kwong-Chon, Sophie Giffard-Roisin, Antoine Rabatel
Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation. CBMI (2023)
Michaël Dell'aiera, Thomas Vuillaume, Mikaël Jacquemont, Alexandre Benoît
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope. CBMI (2023)
Pierre Dardouillet, Alexandre Benoît, Emna Amri, Philippe Bolon, Dominique Dubucq, Anthony Credoz
Explainability of Image Semantic Segmentation Through SHAP Values. ICPR Workshops (3) (2022)
Emna Amri, Pierre Dardouillet, Alexandre Benoît, Hermann Courteille, Philippe Bolon, Dominique Dubucq, Anthony Credoz
Offshore Oil Slick Detection: From Photo-Interpreter to Explainable Multi-Modal Deep Learning Models Using SAR Images and Contextual Data. Remote. Sens. 14 (15) (2022)
Emna Amri, Hermann Courteille, Alexandre Benoît, Philippe Bolon, Dominique Dubucq, Gilles Poulain, Anthony Credoz
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information. CoRR (2022)
Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS (2021)
Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert, Giovanni Lamanna
First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning. CBMI (2021)
Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert
Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis. VISIGRAPP (5: VISAPP) (2021)
Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert, Giovanni Lamanna
First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning. CoRR (2021)
Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert
Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization. ICPR Workshops (3) (2020)
Emna Amri, Alexandre Benoît, Philippe Bolon, Véronique Miegebielle, Bruno Conche, Georges Oppenheim
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. IJCNN (2020)
Didier Coquin, Reda Boukezzoula, Alexandre Benoît, Thanh Long Nguyen
IoT networking cameras and evidence theory for 3D object instance recognition: Application for the NAO humanoid robot. Internet Things 9 (2020)
Abdourrahmane Mahamane Atto, Alexandre Benoît, Patrick Lambert
Timed-image based deep learning for action recognition in video sequences. Pattern Recognit. 104 (2020)
Mikaël Jacquemont, Luca Antiga, Thomas Vuillaume, Giorgia Silvestri, Alexandre Benoît, Patrick Lambert, Gilles Maurin
Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks. VISIGRAPP (5: VISAPP) (2019)
Olga Maslova, Louis Klein, Damien Dabernat, Alexandre Benoît, Patrick Lambert
Receipt automatic reader. CBMI (2019)
Sourour Brahimi, Najib Ben Aoun, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar
Semantic segmentation using reinforced fully convolutional densenet with multiscale kernel. Multim. Tools Appl. 78 (15) (2019)
Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar
Three dimensional Deep Learning approach for remote sensing image classification. CoRR (2018)
Sourour Brahimi, Najib Ben Aoun, Chokri Ben Amar, Alexandre Benoît, Patrick Lambert
Multiscale Fully Convolutional DenseNet for Semantic Segmentation. J. WSCG 26 (2) (2018)
Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar
3-D Deep Learning Approach for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Leonel Cuevas Valeriano, Jean-Baptiste Thomas, Alexandre Benoît
Deep Learning for Dehazing: Comparison and Analysis. CVCS (2018)
Alexandre Benoît, Leonel Cuevas, Jean-Baptiste Thomas
Deep learning for dehazing: Comparison and analysis. CoRR (2018)
Alexandre Benoît, Mioara Joldes, Marc Mezzarobba
Rigorous uniform approximation of D-finite functions using Chebyshev expansions. Math. Comput. 86 (305) (2017)
Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sébastien Lefèvre
Deep learning for semantic segmentation of remote sensing images with rich spectral content. IGARSS (2017)
Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert
Deep learning for automatic sale receipt understanding. IPTA (2017)
Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoît, Nicolas Voiron, Patrick Lambert, Hervé Le Borgne, Adrian Popescu, Alexandru-Lucian Gînsca, Georges Quénot
IRIM at TRECVID 2017: Instance Search. TRECVID (2017)
Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sébastien Lefèvre
Deep learning for semantic segmentation of remote sensing images with rich spectral content. CoRR (2017)
Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert
Deep Learning for automatic sale receipt understanding. CoRR (2017)
Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoît, Nicolas Voiron, Patrick Lambert, Georges Quénot
IRIM at TRECVID 2016: Instance Search. TRECVID (2016)
Nicolas Voiron, Alexandre Benoît, Patrick Lambert, Bogdan Ionescu
Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation. CBMI (2016)
Hervé Le Borgne, Philippe Henri Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2015: Semantic Indexing. TRECVID (2015)
Nicolas Voiron, Alexandre Benoît, Andrei Filip, Patrick Lambert, Bogdan Ionescu
Semi-supervised spectral clustering with automatic propagation of pairwise constraints. CBMI (2015)
Nicolas Voiron, Alexandre Benoît, Andrei Filip, Patrick Lambert, Bogdan Ionescu
Clustering Spectral semi-supervisé avec propagation automatique des contraintes par paires. CORIA (2015)
Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert
Bags of Trajectory Words for video indexing. CBMI (2014)
Alexandre Benoît, Mioara Joldes, Marc Mezzarobba
Rigorous uniform approximation of D-finite functions using Chebyshev expansions. CoRR (2014)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID (2014)
Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert
Retina enhanced bag of words descriptors for video classification. EUSIPCO (2014)
Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Alice Caplier
Retina enhanced SURF descriptors for spatio-temporal concept detection. Multim. Tools Appl. 69 (2) (2014)
Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert
Retina enhanced SIFT descriptors for video indexing. CBMI (2013)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Iván González-Díaz, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Thi-Thu-Thuy Vuong, Han Dong, Nadia Derbas, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID (2013)
Alexandre Benoît, Alin Bostan, Joris van der Hoeven
Quasi-optimal multiplication of linear differential operators CoRR (2012)
Sabin Tiberius Strat, Alexandre Benoît, Hervé Bredin, Georges Quénot, Patrick Lambert
Hierarchical Late Fusion for Concept Detection in Videos. ECCV Workshops (3) (2012)
Alexandre Benoît, Alin Bostan, Joris van der Hoeven
Quasi-optimal Multiplication of Linear Differential Operators. FOCS (2012)
Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Alice Caplier
Retina-enhanced SURF descriptors for semantic concept detection in videos. IPTA (2012)
Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Mérialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID (2012)
Nicolas Voiron, Alexandre Benoît, Patrick Lambert
Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients. CBMI (2012)
Salim Bettahar, Amine Boudghene Stambouli, Patrick Lambert, Alexandre Benoît
Enhancement of multi-valued images using PDE coupling. EUSIPCO (2011)
Alexandre Benoît, Madalina Ciobotaru, Patrick Lambert, Bogdan Ionescu
Similarity Measurement for Animation Movies. MMM (1) (2011)
Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID (2011)
Bogdan Ionescu, Constantin Vertan, Patrick Lambert, Alexandre Benoît
A color-action perceptual approach to the classification of animated movies. ICMR (2011)
David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID (2010)
Alexandre Benoît, Frédéric Chyzak, Alexis Darrasse, Stefan Gerhold, Marc Mezzarobba, Bruno Salvy
The Dynamic Dictionary of Mathematical Functions (DDMF). ICMS (2010)
Alexandre Benoît, Alice Caplier, Barthélémy Durette, Jeanny Hérault
Using Human Visual System modeling for bio-inspired low level image processing. Comput. Vis. Image Underst. 114 (7) (2010)
Alexandre Benoît, Alice Caplier
Fusing bio-inspired vision data for simplified high level scene interpretation: Application to face motion analysis. Comput. Vis. Image Underst. 114 (7) (2010)
Alexandre Benoît, Laurent Bonnaud, Alice Caplier, Phillipe Ngo, Lionel Lawson, Daniela G. Trevisan, Vjekoslav Levacic, Céline Mancas, Guillaume Chanel
Multimodal focus attention and stress detection and feedback in an augmented driver simulator. Pers. Ubiquitous Comput. 13 (1) (2009)
Alexandre Benoît, Bruno Salvy
Chebyshev Expansions for Solutions of Linear Differential Equations CoRR (2009)
Alexandre Benoît, Bruno Salvy
Chebyshev expansions for solutions of linear differential equations. ISSAC (2009)
Alexandre Benoît, David Alleysson, Jeanny Hérault, Patrick Le Callet
Spatio-temporal Tone Mapping Operator Based on a Retina Model. CCIW (2009)
Oya Aran, Ismail Ari, Lale Akarun, Bülent Sankur, Alexandre Benoît, Alice Caplier, Pavel Campr, Ana Huerta Carrillo, François-Xavier Fanard
SignTutor: An Interactive System for Sign Language Tutoring. IEEE Multim. 16 (1) (2009)
Alexandre Benoît, Patrick Le Callet, Patrizio Campisi, Romain Cousseau
Quality Assessment of Stereoscopic Images. EURASIP J. Image Video Process. 2008 (2008)
Alexandre Benoît, Patrick Le Callet, Patrizio Campisi, Romain Cousseau
Using disparity for quality assessment of stereoscopic images. ICIP (2008)
Christian Bouvier, Alexandre Benoît, Alice Caplier, Pierre-Yves Coulon
Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-Polar Signature. ACIVS (2008)
Oya Aran, Ismail Ari, Alexandre Benoît, Ana Huerta Carrillo, François-Xavier Fanard, Pavel Campr, Lale Akarun, Alice Caplier, Michèle Rombaut, Bülent Sankur
Sign Language Tutoring Tool CoRR (2008)
Alexandre Benoît, Laurent Bonnaud, Alice Caplier, Frédéric Jourde, Laurence Nigay, Marcos Serrano, Ioannis G. Damousis, Dimitrios Tzovaras, Jean-Yves Lionel Lawson
Multimodal signal processing and interaction for a driving simulator: Component-based architecture. J. Multimodal User Interfaces 1 (1) (2007)
Alexandre Benoît, Laurent Bonnaud, Alice Caplier, Phillipe Ngo, Lionel Lawson, Daniela G. Trevisan, Vjekoslav Levacic, Céline Mancas, Guillaume Chanel
Multimodal Focus Attention and Stress Detection and feedback in an Augmented Driver Simulator. AIAI (2006)
Thomas Burger, Alexandre Benoît, Alice Caplier
Extracting Static Hand Gestures in Dynamic Context. ICIP (2006)
Alexandre Benoît, Alice Caplier, Laurent Bonnaud
Gaze direction estimation tool based on head motion analysis or iris position estimation. EUSIPCO (2005)
Alexandre Benoît, Alice Caplier
Biological approach for head motion detection and analysis. EUSIPCO (2005)
Alexandre Benoît, Alice Caplier
Hypovigilence analysis: open or closed eye or mouth? Blinking or yawning frequency? AVSS (2005)
Alexandre Benoît, Alice Caplier
Head nods analysis: interpretation of non verbal communication gestures. ICIP (3) (2005)