Alexandre Benoît

77 papers A* 1B 7C 12Misc 1Journal 27Unranked 25

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Exploring Deep Learning for Volcanic Source Inversion. IEEE Trans. Geosci. Remote. Sens. Lorenzo Lopez Uroz, Yajing Yan, Alexandre Benoît, Fabien Albino, Pierre Bouygues, Sophie Giffard-Roisin, Virginie Pinel
2024	J	`jnl`	Using Deep Learning for Glacier Thickness Estimation at a Regional Scale. IEEE Geosci. Remote. Sens. Lett. Lorenzo Lopez Uroz, Yajing Yan, Alexandre Benoît, Antoine Rabatel, Sophie Giffard-Roisin, Christophe Lin-Kwong-Chon
2023	C	`ed.`	20th International Conference on Content-based Multimedia Indexing, CBMI 2023, Orleans, France, September 20-22, 2023 CBMI Aladine Chetouani, Werner Bailer, Cathal Gurrin, Alexandre Benoît
2023	C	`conf`	Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation. CBMI Lorenzo Lopez Uroz, Alexandre Benoît, Yajing Yan, Christophe Lin-Kwong-Chon, Sophie Giffard-Roisin, Antoine Rabatel
2023	C	`conf`	Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope. CBMI Michaël Dell'aiera, Thomas Vuillaume, Mikaël Jacquemont, Alexandre Benoît
2022	J	`jnl`	Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information. CoRR Emna Amri, Hermann Courteille, Alexandre Benoît, Philippe Bolon, Dominique Dubucq, Gilles Poulain, Anthony Credoz
2022	—	`conf`	Explainability of Image Semantic Segmentation Through SHAP Values. ICPR Workshops (3) Pierre Dardouillet, Alexandre Benoît, Emna Amri, Philippe Bolon, Dominique Dubucq, Anthony Credoz
2022	J	`jnl`	Offshore Oil Slick Detection: From Photo-Interpreter to Explainable Multi-Modal Deep Learning Models Using SAR Images and Contextual Data. Remote. Sens. Emna Amri, Pierre Dardouillet, Alexandre Benoît, Hermann Courteille, Philippe Bolon, Dominique Dubucq, Anthony Credoz
2021	J	`jnl`	Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
2021	C	`conf`	Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco
2021	—	`ch.`	Deep Learning for Semantic Segmentation. Multi-faceted Deep Learning Alexandre Benoît, Badih Ghattas, Emna Amri, Joris Fournel, Patrick Lambert
2021	C	`conf`	First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning. CBMI Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert, Giovanni Lamanna
2021	J	`jnl`	First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning. CoRR Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert, Giovanni Lamanna
2021	—	`conf`	Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis. VISIGRAPP (5: VISAPP) Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert
2020	J	`jnl`	Assistance Internet Things Didier Coquin, Reda Boukezzoula, Alexandre Benoît, Thanh Long Nguyen
2020	—	`conf`	Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization. ICPR Workshops (3) Mikaël Jacquemont, Thomas Vuillaume, Alexandre Benoît, Gilles Maurin, Patrick Lambert
2020	B	`conf`	Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. IJCNN Emna Amri, Alexandre Benoît, Philippe Bolon, Véronique Miegebielle, Bruno Conche, Georges Oppenheim
2020	J	`jnl`	Timed-image based deep learning for action recognition in video sequences. Pattern Recognit. Abdourrahmane Mahamane Atto, Alexandre Benoît, Patrick Lambert
2019	—	`book`	Analyse automatique d'images, de l'expert à l'apprenti. Alexandre Benoît
2019	—	`conf`	Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks. VISIGRAPP (5: VISAPP) Mikaël Jacquemont, Luca Antiga, Thomas Vuillaume, Giorgia Silvestri, Alexandre Benoît, Patrick Lambert, Gilles Maurin
2019	C	`conf`	Receipt automatic reader. CBMI Olga Maslova, Louis Klein, Damien Dabernat, Alexandre Benoît, Patrick Lambert
2019	J	`jnl`	Semantic segmentation using reinforced fully convolutional densenet with multiscale kernel. Multim. Tools Appl. Sourour Brahimi, Najib Ben Aoun, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar
2018	J	`jnl`	3-D Deep Learning Approach for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar
2018	—	`conf`	Deep Learning for Dehazing: Comparison and Analysis. CVCS Leonel Cuevas Valeriano, Jean-Baptiste Thomas, Alexandre Benoît
2018	J	`jnl`	Deep learning for dehazing: Comparison and analysis. CoRR Alexandre Benoît, Leonel Cuevas, Jean-Baptiste Thomas
2018	J	`jnl`	Multiscale Fully Convolutional DenseNet for Semantic Segmentation. J. WSCG Sourour Brahimi, Najib Ben Aoun, Chokri Ben Amar, Alexandre Benoît, Patrick Lambert
2018	J	`jnl`	Three dimensional Deep Learning approach for remote sensing image classification. CoRR Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar
2017	J	`jnl`	Deep Learning for automatic sale receipt understanding. CoRR Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert
2017	—	`conf`	Deep learning for automatic sale receipt understanding. IPTA Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert
2017	C	`conf`	Deep learning for semantic segmentation of remote sensing images with rich spectral content. IGARSS Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sébastien Lefèvre
2017	J	`jnl`	Deep learning for semantic segmentation of remote sensing images with rich spectral content. CoRR Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Louis Klein, Chokri Ben Amar, Nicolas Audebert, Sébastien Lefèvre
2017	—	`conf`	IRIM at TRECVID 2017: Instance Search. TRECVID Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoît, Nicolas Voiron, Patrick Lambert, Hervé Le Borgne, Adrian Popescu, Alexandru-Lucian Gînsca, Georges Quénot
2017	J	`jnl`	Rigorous uniform approximation of D-finite functions using Chebyshev expansions. Math. Comput. Alexandre Benoît, Mioara Joldes, Marc Mezzarobba
2016	C	`conf`	Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation. CBMI Nicolas Voiron, Alexandre Benoît, Patrick Lambert, Bogdan Ionescu
2016	—	`conf`	IRIM at TRECVID 2016: Instance Search. TRECVID Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoît, Nicolas Voiron, Patrick Lambert, Georges Quénot
2015	—	`conf`	Clustering Spectral semi-supervisé avec propagation automatique des contraintes par paires. CORIA Nicolas Voiron, Alexandre Benoît, Andrei Filip, Patrick Lambert, Bogdan Ionescu
2015	—	`conf`	IRIM at TRECVID 2015: Semantic Indexing. TRECVID 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
2015	C	`conf`	Semi-supervised spectral clustering with automatic propagation of pairwise constraints. CBMI Nicolas Voiron, Alexandre Benoît, Andrei Filip, Patrick Lambert, Bogdan Ionescu
2014	C	`conf`	Bags of Trajectory Words for video indexing. CBMI Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert
2014	—	`ch.`	Hierarchical Late Fusion for Concept Detection in Videos. Fusion in Computer Vision Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Hervé Bredin, Georges Quénot
2014	—	`conf`	IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID 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
2014	J	`jnl`	Retina enhanced SURF descriptors for spatio-temporal concept detection. Multim. Tools Appl. Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Alice Caplier
2014	—	`conf`	Retina enhanced bag of words descriptors for video classification. EUSIPCO Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert
2014	J	`jnl`	Rigorous uniform approximation of D-finite functions using Chebyshev expansions. CoRR Alexandre Benoît, Mioara Joldes, Marc Mezzarobba
2013	—	`conf`	IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID 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
2013	C	`conf`	Retina enhanced SIFT descriptors for video indexing. CBMI Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert
2012	—	`—`	Algorithmique semi-numérique rapide des séries de Tchebychev. (Fast Semi-numerical Algorithms for Chebyshev Series). Alexandre Benoît
2012	C	`conf`	Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients. CBMI Nicolas Voiron, Alexandre Benoît, Patrick Lambert
2012	—	`conf`	Hierarchical Late Fusion for Concept Detection in Videos. ECCV Workshops (3) Sabin Tiberius Strat, Alexandre Benoît, Hervé Bredin, Georges Quénot, Patrick Lambert
2012	—	`conf`	IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID 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
2012	A*	`conf`	Quasi-optimal Multiplication of Linear Differential Operators. FOCS Alexandre Benoît, Alin Bostan, Joris van der Hoeven
2012	J	`jnl`	Quasi-optimal multiplication of linear differential operators CoRR Alexandre Benoît, Alin Bostan, Joris van der Hoeven
2012	—	`conf`	Retina-enhanced SURF descriptors for semantic concept detection in videos. IPTA Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Alice Caplier
2011	B	`conf`	A color-action perceptual approach to the classification of animated movies. ICMR Bogdan Ionescu, Constantin Vertan, Patrick Lambert, Alexandre Benoît
2011	—	`conf`	Enhancement of multi-valued images using PDE coupling. EUSIPCO Salim Bettahar, Amine Boudghene Stambouli, Patrick Lambert, Alexandre Benoît
2011	—	`conf`	IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 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
2011	—	`conf`	Similarity Measurement for Animation Movies. MMM (1) Alexandre Benoît, Madalina Ciobotaru, Patrick Lambert, Bogdan Ionescu
2010	J	`jnl`	Fusing bio-inspired vision data for simplified high level scene interpretation: Application to face motion analysis. Comput. Vis. Image Underst. Alexandre Benoît, Alice Caplier
2010	—	`conf`	IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID 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
2010	—	`conf`	The Dynamic Dictionary of Mathematical Functions (DDMF). ICMS Alexandre Benoît, Frédéric Chyzak, Alexis Darrasse, Stefan Gerhold, Marc Mezzarobba, Bruno Salvy
2010	J	`jnl`	Using Human Visual System modeling for bio-inspired low level image processing. Comput. Vis. Image Underst. Alexandre Benoît, Alice Caplier, Barthélémy Durette, Jeanny Hérault
2009	J	`jnl`	Chebyshev Expansions for Solutions of Linear Differential Equations CoRR Alexandre Benoît, Bruno Salvy
2009	B	`conf`	Chebyshev expansions for solutions of linear differential equations. ISSAC Alexandre Benoît, Bruno Salvy
2009	J	`jnl`	Multimodal focus attention and stress detection and feedback in an augmented driver simulator. Pers. Ubiquitous Comput. Alexandre Benoît, Laurent Bonnaud, Alice Caplier, Phillipe Ngo, Lionel Lawson, Daniela G. Trevisan, Vjekoslav Levacic, Céline Mancas, Guillaume Chanel
2009	J	`jnl`	SignTutor: An Interactive System for Sign Language Tutoring. IEEE Multim. Oya Aran, Ismail Ari, Lale Akarun, Bülent Sankur, Alexandre Benoît, Alice Caplier, Pavel Campr, Ana Huerta Carrillo, François-Xavier Fanard
2009	—	`conf`	Spatio-temporal Tone Mapping Operator Based on a Retina Model. CCIW Alexandre Benoît, David Alleysson, Jeanny Hérault, Patrick Le Callet
2008	B	`conf`	Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-Polar Signature. ACIVS Christian Bouvier, Alexandre Benoît, Alice Caplier, Pierre-Yves Coulon
2008	J	`jnl`	Quality Assessment of Stereoscopic Images. EURASIP J. Image Video Process. Alexandre Benoît, Patrick Le Callet, Patrizio Campisi, Romain Cousseau
2008	J	`jnl`	Sign Language Tutoring Tool CoRR Oya Aran, Ismail Ari, Alexandre Benoît, Ana Huerta Carrillo, François-Xavier Fanard, Pavel Campr, Lale Akarun, Alice Caplier, Michèle Rombaut, Bülent Sankur
2008	B	`conf`	Using disparity for quality assessment of stereoscopic images. ICIP Alexandre Benoît, Patrick Le Callet, Patrizio Campisi, Romain Cousseau
2007	J	`jnl`	Multimodal signal processing and interaction for a driving simulator: Component-based architecture. J. Multimodal User Interfaces Alexandre Benoît, Laurent Bonnaud, Alice Caplier, Frédéric Jourde, Laurence Nigay, Marcos Serrano, Ioannis G. Damousis, Dimitrios Tzovaras, Jean-Yves Lionel Lawson
2006	B	`conf`	Extracting Static Hand Gestures in Dynamic Context. ICIP Thomas Burger, Alexandre Benoît, Alice Caplier
2006	Misc	`conf`	Multimodal Focus Attention and Stress Detection and feedback in an Augmented Driver Simulator. AIAI Alexandre Benoît, Laurent Bonnaud, Alice Caplier, Phillipe Ngo, Lionel Lawson, Daniela G. Trevisan, Vjekoslav Levacic, Céline Mancas, Guillaume Chanel
2005	—	`conf`	Biological approach for head motion detection and analysis. EUSIPCO Alexandre Benoît, Alice Caplier
2005	—	`conf`	Gaze direction estimation tool based on head motion analysis or iris position estimation. EUSIPCO Alexandre Benoît, Alice Caplier, Laurent Bonnaud
2005	—	`conf`	Head nods analysis: interpretation of non verbal communication gestures. ICIP (3) Alexandre Benoît, Alice Caplier
2005	B	`conf`	Hypovigilence analysis: open or closed eye or mouth? Blinking or yawning frequency? AVSS Alexandre Benoît, Alice Caplier