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2020 – today
- 2024
[j16]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: 1-5 (2024)- [j15]Lorenzo Lopez Uroz, Yajing Yan, Alexandre Benoît, Fabien Albino, Pierre Bouygues, Sophie Giffard-Roisin, Virginie Pinel:
Exploring Deep Learning for Volcanic Source Inversion. IEEE Trans. Geosci. Remote. Sens. 62: 1-9 (2024) - 2023
- [c45]Michaël Dell'aiera, Thomas Vuillaume, Mikaël Jacquemont, Alexandre Benoît:
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope. CBMI 2023: 133-139 - [c44]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: 140-145 - [e1]Aladine Chetouani, Werner Bailer, Cathal Gurrin, Alexandre Benoît:
20th International Conference on Content-based Multimedia Indexing, CBMI 2023, Orleans, France, September 20-22, 2023. ACM 2023 [contents] - 2022
- [j14]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): 3565 (2022) - [c43]Pierre Dardouillet, Alexandre Benoît, Emna Amri, Philippe Bolon, Dominique Dubucq, Anthony Credoz:
Explainability of Image Semantic Segmentation Through SHAP Values. ICPR Workshops (3) 2022: 188-202 - [i11]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 abs/2204.06371 (2022) - 2021
- [c42]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: 1-6 - [c41]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: 1077-1080 - [c40]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: 534-544 - [p2]Alexandre Benoît, Badih Ghattas, Emna Amri, Joris Fournel, Patrick Lambert:
Deep Learning for Semantic Segmentation. Multi-faceted Deep Learning 2021: 39-72 - [i10]Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco:
Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR abs/2103.16836 (2021) - [i9]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 abs/2105.14927 (2021) - 2020
- [j13]Didier Coquin, Reda Boukezzoula, Alexandre Benoît, Thanh Long Nguyen:
Assistance via IoT networking cameras and evidence theory for 3D object instance recognition: Application for the NAO humanoid robot. Internet Things 9: 100128 (2020) - [j12]Abdourrahmane Mahamane Atto, Alexandre Benoît, Patrick Lambert:
Timed-image based deep learning for action recognition in video sequences. Pattern Recognit. 104: 107353 (2020) - [c39]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: 174-188 - [c38]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: 1-8
2010 – 2019
- 2019
- [b2]Alexandre Benoît:
Analyse automatique d'images, de l'expert à l'apprenti. Université Savoie-Mont Blanc, France, 2019 - [j11]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): 22077-22098 (2019) - [c37]Olga Maslova, Louis Klein, Damien Dabernat, Alexandre Benoît, Patrick Lambert:
Receipt automatic reader. CBMI 2019: 1-6 - [c36]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: 362-371 - 2018
- [j10]Sourour Brahimi, Najib Ben Aoun, Chokri Ben Amar, Alexandre Benoît, Patrick Lambert:
Multiscale Fully Convolutional DenseNet for Semantic Segmentation. J. WSCG 26(2) (2018) - [j9]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): 4420-4434 (2018) - [c35]Leonel Cuevas Valeriano, Jean-Baptiste Thomas, Alexandre Benoît:
Deep Learning for Dehazing: Comparison and Analysis. CVCS 2018: 1-6 - [i8]Amina Ben Hamida, Alexandre Benoît, Patrick Lambert, Chokri Ben Amar:
Three dimensional Deep Learning approach for remote sensing image classification. CoRR abs/1806.05824 (2018) - [i7]Alexandre Benoît, Leonel Cuevas, Jean-Baptiste Thomas:
Deep learning for dehazing: Comparison and analysis. CoRR abs/1806.10923 (2018) - 2017
- [j8]Alexandre Benoît, Mioara Joldes, Marc Mezzarobba:
Rigorous uniform approximation of D-finite functions using Chebyshev expansions. Math. Comput. 86(305): 1303-1341 (2017) - [c34]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: 2569-2572 - [c33]Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert:
Deep learning for automatic sale receipt understanding. IPTA 2017: 1-6 - [c32]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 - [i6]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 abs/1712.01600 (2017) - [i5]Rizlène Raoui-Outach, Cécile Million-Rousseau, Alexandre Benoît, Patrick Lambert:
Deep Learning for automatic sale receipt understanding. CoRR abs/1712.01606 (2017) - 2016
- [c31]Nicolas Voiron, Alexandre Benoît, Patrick Lambert, Bogdan Ionescu:
Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation. CBMI 2016: 1-6 - [c30]Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoît, Nicolas Voiron, Patrick Lambert, Georges Quénot:
IRIM at TRECVID 2016: Instance Search. TRECVID 2016 - 2015
- [c29]Nicolas Voiron, Alexandre Benoît, Andrei Filip, Patrick Lambert, Bogdan Ionescu:
Semi-supervised spectral clustering with automatic propagation of pairwise constraints. CBMI 2015: 1-6 - [c28]Nicolas Voiron, Alexandre Benoît, Andrei Filip, Patrick Lambert, Bogdan Ionescu:
Clustering Spectral semi-supervisé avec propagation automatique des contraintes par paires. CORIA 2015: 353-368 - [c27]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 - 2014
- [j7]Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Alice Caplier:
Retina enhanced SURF descriptors for spatio-temporal concept detection. Multim. Tools Appl. 69(2): 443-469 (2014) - [c26]Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert:
Bags of Trajectory Words for video indexing. CBMI 2014: 1-6 - [c25]Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert:
Retina enhanced bag of words descriptors for video classification. EUSIPCO 2014: 1307-1311 - [c24]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 - [p1]Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Hervé Bredin, Georges Quénot:
Hierarchical Late Fusion for Concept Detection in Videos. Fusion in Computer Vision 2014: 53-77 - [i4]Alexandre Benoît, Mioara Joldes, Marc Mezzarobba:
Rigorous uniform approximation of D-finite functions using Chebyshev expansions. CoRR abs/1407.2802 (2014) - 2013
- [c23]Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert:
Retina enhanced SIFT descriptors for video indexing. CBMI 2013: 201-206 - [c22]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 - 2012
- [b1]Alexandre Benoît:
Algorithmique semi-numérique rapide des séries de Tchebychev. (Fast Semi-numerical Algorithms for Chebyshev Series). École Polytechnique, Palaiseau, France, 2012 - [c21]Nicolas Voiron, Alexandre Benoît, Patrick Lambert:
Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients. CBMI 2012: 1-6 - [c20]Sabin Tiberius Strat, Alexandre Benoît, Hervé Bredin, Georges Quénot, Patrick Lambert:
Hierarchical Late Fusion for Concept Detection in Videos. ECCV Workshops (3) 2012: 335-344 - [c19]Alexandre Benoît, Alin Bostan, Joris van der Hoeven:
Quasi-optimal Multiplication of Linear Differential Operators. FOCS 2012: 524-530 - [c18]Sabin Tiberius Strat, Alexandre Benoît, Patrick Lambert, Alice Caplier:
Retina-enhanced SURF descriptors for semantic concept detection in videos. IPTA 2012: 319-324 - [c17]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 - [i3]Alexandre Benoît, Alin Bostan, Joris van der Hoeven:
Quasi-optimal multiplication of linear differential operators. CoRR abs/1208.3639 (2012) - 2011
- [c16]Salim Bettahar, Amine Boudghene Stambouli, Patrick Lambert, Alexandre Benoît:
Enhancement of multi-valued images using PDE coupling. EUSIPCO 2011: 308-312 - [c15]Bogdan Ionescu, Constantin Vertan, Patrick Lambert, Alexandre Benoît:
A color-action perceptual approach to the classification of animated movies. ICMR 2011: 10 - [c14]Alexandre Benoît, Madalina Ciobotaru, Patrick Lambert, Bogdan Ionescu:
Similarity Measurement for Animation Movies. MMM (1) 2011: 350-358 - [c13]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 - 2010
- [j6]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): 758-773 (2010) - [j5]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): 774-789 (2010) - [c12]Alexandre Benoît, Frédéric Chyzak, Alexis Darrasse, Stefan Gerhold, Marc Mezzarobba, Bruno Salvy:
The Dynamic Dictionary of Mathematical Functions (DDMF). ICMS 2010: 35-41 - [c11]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
2000 – 2009
- 2009
- [j4]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): 81-93 (2009) - [j3]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): 33-41 (2009) - [c10]Alexandre Benoît, David Alleysson, Jeanny Hérault, Patrick Le Callet:
Spatio-temporal Tone Mapping Operator Based on a Retina Model. CCIW 2009: 12-22 - [c9]Alexandre Benoît, Bruno Salvy:
Chebyshev expansions for solutions of linear differential equations. ISSAC 2009: 23-30 - [i2]Alexandre Benoît, Bruno Salvy:
Chebyshev Expansions for Solutions of Linear Differential Equations. CoRR abs/0906.2888 (2009) - 2008
- [j2]Alexandre Benoît, Patrick Le Callet, Patrizio Campisi, Romain Cousseau:
Quality Assessment of Stereoscopic Images. EURASIP J. Image Video Process. 2008 (2008) - [c8]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: 1093-1102 - [c7]Alexandre Benoît, Patrick Le Callet, Patrizio Campisi, Romain Cousseau:
Using disparity for quality assessment of stereoscopic images. ICIP 2008: 389-392 - [i1]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 abs/0802.2428 (2008) - 2007
- [j1]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): 49-58 (2007) - 2006
- [c6]Thomas Burger, Alexandre Benoît, Alice Caplier:
Extracting Static Hand Gestures in Dynamic Context. ICIP 2006: 2081-2084 - [c5]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: 337-344 - 2005
- [c4]Alexandre Benoît, Alice Caplier:
Hypovigilence analysis: open or closed eye or mouth? Blinking or yawning frequency? AVSS 2005: 207-212 - [c3]Alexandre Benoît, Alice Caplier:
Biological approach for head motion detection and analysis. EUSIPCO 2005: 1-4 - [c2]Alexandre Benoît, Alice Caplier, Laurent Bonnaud:
Gaze direction estimation tool based on head motion analysis or iris position estimation. EUSIPCO 2005: 1-4 - [c1]Alexandre Benoît, Alice Caplier:
Head nods analysis: interpretation of non verbal communication gestures. ICIP (3) 2005: 425-428
Coauthor Index
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