Xavier Desquesnes

According to our database, Xavier Desquesnes authored at least 24 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Weakly Supervised SVM-Enhanced SAM Pipeline for Stone-by-Stone Segmentation of the Masonry of the Loire Valley Castles.

Stuardo Lucho, Sylvie Treuillet, Xavier Desquesnes, Remy Leconge, Xavier Brunetaud

J. Imaging, June, 2024

2022

Transformers with YOLO Network for Damage Detection in Limestone Wall Images.

Koubouratou Idjaton, Xavier Desquesnes, Sylvie Treuillet, Xavier Brunetaud

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Intelligent Video Surveillance for Animal Behavior Monitoring.

Souhaieb Aouayeb, Xavier Desquesnes, Bruno Emile, Baptiste Mulot, Sylvie Treuillet

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2020

Stone-by-Stone Segmentation for Monitoring Large Historical Monuments Using Deep Neural Networks.

Koubouratou Idjaton, Xavier Desquesnes, Sylvie Treuillet, Xavier Brunetaud

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Local Binary Pattern Based Graph Construction for Hyperspectral Image Segmentation.

Kaouther Tabia, Xavier Desquesnes, Yves Lucas, Sylvie Treuillet

Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

2018

Influence of Spectral Metrics on the Graph-Based Segmentation of Hyperspectral Images.

Kaouther Tabia, Xavier Desquesnes, Yves Lucas, Sylvie Treuillet

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

2017

Nonmonotonic Front Propagation on Weighted Graphs With Applications in Image Processing and High-Dimensional Data Classification.

Xavier Desquesnes, Abderrahim Elmoataz

IEEE J. Sel. Top. Signal Process., 2017

2016

A Unified Geometric Model for Virtual Slide Image Processing and Classification.

Matthieu Toutain, Abderrahim Elmoataz, Xavier Desquesnes, Jean-Hugues Pruvot

IEEE J. Sel. Top. Signal Process., 2016

Feature Selection for Emotion Recognition based on Random Forest.

Sonia Gharsalli, Bruno Emile, Hélène Laurent, Xavier Desquesnes

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Multiphase Level Set Method on Graphs for Hyperspectral Image Segmentation.

Kaouther Tabia, Xavier Desquesnes, Yves Lucas, Sylvie Treuillet

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Various Fusion Schemes to Recognize Simulated and Spontaneous Emotions.

Sonia Gharsalli, Hélène Laurent, Bruno Emile, Xavier Desquesnes

Proceedings of the VISAPP 2015, 2015

Random forest-based feature selection for emotion recognition.

Sonia Gharsalli, Bruno Emile, Hélène Laurent, Xavier Desquesnes, Damien Vivet

Proceedings of the 2015 International Conference on Image Processing Theory, 2015

2014

Mean curvature flow on graphs for image and manifold restoration and enhancement.

Abdallah El Chakik, Abderrahim Elmoataz, Xavier Desquesnes

Signal Process., 2014

Infinity Laplacian on graphs with gradient terms for image and data clustering.

Sadia Alkama, Xavier Desquesnes, Abderrahim Elmoataz

Pattern Recognit. Lett., 2014

Nonlocal infinity Laplacian equation on graphs with applications in image processing and machine learning.

Abderrahim Elmoataz, Xavier Desquesnes, Zakaria Lakhdari, Olivier Lézoray

Math. Comput. Simul., 2014

2013

Eikonal Equation Adaptation on Weighted Graphs: Fast Geometric Diffusion Process for Local and Non-local Image and Data Processing.

Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lézoray

J. Math. Imaging Vis., 2013

A Unified Geometric Model for Virtual Slide Images Processing.

Matthieu Toutain, Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lézoray

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

PDES Level Set on Weighted Graphs and Applications for Images, Manifold and Point Clouds Processing.

Abdallah El Chakik, Xavier Desquesnes, Abderrahim Elmoataz

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

2012

Propagation de fronts et p-laplacien normalisé sur graphes : algorithmes et applications au traitement d'images et de données. (Fronts propagation and normalized p-laplacien on graphs : Algorithms and applications to images and data processing).

Xavier Desquesnes

PhD thesis, 2012

Non-Local Morphological PDEs and p-Laplacian Equation on Graphs With Applications in Image Processing and Machine Learning.

Abderrahim Elmoataz, Xavier Desquesnes, Olivier Lezoray

IEEE J. Sel. Top. Signal Process., 2012

PdEs-based morphology on graphs for cytological slides segmentation and clustering.

Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lezoray

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Fast 3D Surface Reconstruction from Point Clouds Using Graph-Based Fronts Propagation.

Abdallah El Chakik, Xavier Desquesnes, Abderrahim Elmoataz

Proceedings of the Computer Vision, 2012

2011

PDEs level sets on weighted graphs.

Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lezoray

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Efficient Algorithms for Image and High Dimensional Data Processing Using Eikonal Equation on Graphs.

Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lezoray, Vinh-Thong Ta

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010