Alexandre Benoît

Orcid: 0000-0002-0627-4948

According to our database1, Alexandre Benoît authored at least 67 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Using Deep Learning for Glacier Thickness Estimation at a Regional Scale.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Deep learning multimodal methods for geophysical inversion : application to glacier ice thickness estimation.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
Offshore Oil Slick Detection: From Photo-Interpreter to Explainable Multi-Modal Deep Learning Models Using SAR Images and Contextual Data.
Remote. Sens., 2022

Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information.
CoRR, 2022

Explainability of Image Semantic Segmentation Through SHAP Values.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2021
Channel-Based Attention for LCC Using Sentinel-2 Time Series.
CoRR, 2021

Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Deep Learning for Semantic Segmentation.
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021

2020
Timed-image based deep learning for action recognition in video sequences.
Pattern Recognit., 2020

Assistance <i>via</i> IoT networking cameras and evidence theory for 3D object instance recognition: Application for the NAO humanoid robot.
Internet Things, 2020

Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Semantic segmentation using reinforced fully convolutional densenet with multiscale kernel.
Multim. Tools Appl., 2019

Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Receipt automatic reader.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Analyse automatique d'images, de l'expert à l'apprenti.
, 2019

2018
3-D Deep Learning Approach for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2018

Multiscale Fully Convolutional DenseNet for Semantic Segmentation.
J. WSCG, 2018

Three dimensional Deep Learning approach for remote sensing image classification.
CoRR, 2018

Deep Learning for Dehazing: Comparison and Analysis.
Proceedings of the Colour and Visual Computing Symposium, 2018

2017
Rigorous uniform approximation of D-finite functions using Chebyshev expansions.
Math. Comput., 2017

IRIM at TRECVID 2017: Instance Search.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Deep learning for automatic sale receipt understanding.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Deep learning for semantic segmentation of remote sensing images with rich spectral content.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
IRIM at TRECVID 2016: Instance Search.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015

Clustering Spectral semi-supervisé avec propagation automatique des contraintes par paires.
Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

Semi-supervised spectral clustering with automatic propagation of pairwise constraints.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2014
Hierarchical Late Fusion for Concept Detection in Videos.
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

Retina enhanced SURF descriptors for spatio-temporal concept detection.
Multim. Tools Appl., 2014


Retina enhanced bag of words descriptors for video classification.
Proceedings of the 22nd European Signal Processing Conference, 2014

Bags of Trajectory Words for video indexing.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013

Retina enhanced SIFT descriptors for video indexing.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012
Algorithmique semi-numérique rapide des séries de Tchebychev. (Fast Semi-numerical Algorithms for Chebyshev Series).
PhD thesis, 2012


Retina-enhanced SURF descriptors for semantic concept detection in videos.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Quasi-optimal Multiplication of Linear Differential Operators.
Proceedings of the 53rd Annual IEEE Symposium on Foundations of Computer Science, 2012

Hierarchical Late Fusion for Concept Detection in Videos.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011

Similarity Measurement for Animation Movies.
Proceedings of the Advances in Multimedia Modeling, 2011

A color-action perceptual approach to the classification of animated movies.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Enhancement of multi-valued images using PDE coupling.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Using Human Visual System modeling for bio-inspired low level image processing.
Comput. Vis. Image Underst., 2010

Fusing bio-inspired vision data for simplified high level scene interpretation: Application to face motion analysis.
Comput. Vis. Image Underst., 2010


The Dynamic Dictionary of Mathematical Functions (DDMF).
Proceedings of the Mathematical Software, 2010

2009
Multimodal focus attention and stress detection and feedback in an augmented driver simulator.
Pers. Ubiquitous Comput., 2009

SignTutor: An Interactive System for Sign Language Tutoring.
IEEE Multim., 2009

Chebyshev expansions for solutions of linear differential equations.
Proceedings of the Symbolic and Algebraic Computation, International Symposium, 2009

Spatio-temporal Tone Mapping Operator Based on a Retina Model.
Proceedings of the Computational Color Imaging, Second International Workshop, 2009

2008
Quality Assessment of Stereoscopic Images.
EURASIP J. Image Video Process., 2008

Sign Language Tutoring Tool
CoRR, 2008

Using disparity for quality assessment of stereoscopic images.
Proceedings of the International Conference on Image Processing, 2008

Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-Polar Signature.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Multimodal signal processing and interaction for a driving simulator: Component-based architecture.
J. Multimodal User Interfaces, 2007

2006
Extracting Static Hand Gestures in Dynamic Context.
Proceedings of the International Conference on Image Processing, 2006

2005
Head nods analysis: interpretation of non verbal communication gestures.
Proceedings of the 2005 International Conference on Image Processing, 2005

Gaze direction estimation tool based on head motion analysis or iris position estimation.
Proceedings of the 13th European Signal Processing Conference, 2005

Biological approach for head motion detection and analysis.
Proceedings of the 13th European Signal Processing Conference, 2005

Hypovigilence analysis: open or closed eye or mouth? Blinking or yawning frequency?
Proceedings of the Advanced Video and Signal Based Surveillance, 2005


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