| 2026 | ICPR | Gradient Consistency Focal Dice Loss and Multi-scale Attention for Accurate Segmentation of Mortar Joints in Stone Masonry. | Stuardo Lucho, Xavier Desquesnes, Remy Leconge, Sylvie Treuillet |
| 2022 | ICIAP | Intelligent Video Surveillance for Animal Behavior Monitoring. | Souhaieb Aouayeb, Xavier Desquesnes, Bruno Emile, Baptiste Mulot, Sylvie Treuillet |
| 2022 | ICIAP | Transformers with YOLO Network for Damage Detection in Limestone Wall Images. | Koubouratou Idjaton, Xavier Desquesnes, Sylvie Treuillet, Xavier Brunetaud |
| 2020 | ICPR | Stone-by-Stone Segmentation for Monitoring Large Historical Monuments Using Deep Neural Networks. | Koubouratou Idjaton, Xavier Desquesnes, Sylvie Treuillet, Xavier Brunetaud |
| 2016 | ACIVS | A Multiphase Level Set Method on Graphs for Hyperspectral Image Segmentation. | Kaouther Tabia, Xavier Desquesnes, Yves Lucas, Sylvie Treuillet |
| 2012 | ACCV | Fast 3D Surface Reconstruction from Point Clouds Using Graph-Based Fronts Propagation. | Abdallah El Chakik, Xavier Desquesnes, Abderrahim Elmoataz |
| 2011 | ICIP | PDEs level sets on weighted graphs. | Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lezoray |
| 2010 | ISVC | Efficient Algorithms for Image and High Dimensional Data Processing Using Eikonal Equation on Graphs. | Xavier Desquesnes, Abderrahim Elmoataz, Olivier Lezoray, Vinh-Thong Ta |