| 2026 | ICPR | XRFormer: Multiscale Tokenization for XRF Representation Learning. | Sofiane Daimellah, Sylvie Le Hgarat-Mascle, Clotilde Boust |
| 2026 | WACV | VISTA: A Vision and Intent-Aware Social Attention Framework for Multi-Agent Trajectory Prediction. | Stephane Da Silva Martins, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2025 | UAI | Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior. | Anthony Nguyen, Emanuel Aldea, Sylvie Le Hgarat-Mascle, Renaud Lustrat |
| 2024 | AVSS | Leveraging Spatial Context for Improved Long-Term Predictions with Swin Transformers. | Stephane Da Silva Martins, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2024 | ICASSP | A Contrario Paradigm for Yolo-Based Infrared Small Target Detection. | Alina Ciocarlan, Sylvie Le Hgarat-Mascle, Sidonie Lefebvre, Arnaud Woiselle, Clara Barbanson |
| 2024 | ICPR | ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC). | Sofia Marino, Jennifer Vandoni, Emanuel Aldea, Ichraq Lemghari, Sylvie Le Hgarat-Mascle, Frdric Jurie |
| 2022 | ICIAP | Spectral Analysis of Masked Signals in the Context of Image Inpainting. | Sylvie Le Hgarat-Mascle, Emanuel Aldea |
| 2021 | ISVC | Analysis of Multi-temporal Image Series for the Preventive Conservation of Varnished Wooden Surfaces. | Alireza Rezaei, Sylvie Le Hgarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi |
| 2020 | FUSION | Camera Localization Based on Belief Clustering. | Huiqin Chen, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2020 | ICPR | One step clustering based on a-contrario framework for detection of alterations in historical violins. | Alireza Rezaei, Sylvie Le Hgarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi |
| 2020 | IPMU | Thin Structures Segmentation Using Anisotropic Neighborhoods. | Christophe Ribal, Nicolas Lerm, Sylvie Le Hgarat-Mascle |
| 2019 | AVSS | Determining Epipole Location Integrity by Multimodal Sampling. | Huiqin Chen, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2019 | ICIP | Evaluating Crowd Density Estimators Via Their Uncertainty Bounds. | Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2019 | MVA | Integrating Visual and Geometric Consistency for Pose Estimation. | Huiqin Chen, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2018 | FUSION | 2CoBei: An Efficient Belief Function Extension for Two-Dimensional Continuous Spaces. | Nicola Pellicano, Sylvie Le Hgarat-Mascle, Emanuel Aldea |
| 2018 | FUSION | Belief Function Definition for Ensemble Methods - Application to Pedestrian Detection in Dense Crowds. | Jennifer Vandoni, Sylvie Le Hgarat-Mascle, Emanuel Aldea |
| 2017 | AVSS | An evidential framework for pedestrian detection in high-density crowds. | Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2017 | AVSS | Active learning for high-density crowd count regression. | Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2017 | FUSION | A novel approach for multi-object tracking using evidential representation for objects. | Wafa Rekik, Sylvie Le Hgarat-Mascle, Emanuel Aldea |
| 2016 | ICPR | Robust wide baseline pose estimation from video. | Nicola Pellicano, Emanuel Aldea, Sylvie Le Hgarat-Mascle |
| 2016 | ICPR | Crack detection based on a Marked Point Process model. | Jennifer Vandoni, Sylvie Le Hgarat-Mascle, Emanuel Aldea |
| 2014 | ATSIP | Sequential object detection using belief function theory. | Wafa Rekik, Sylvie Le Hgarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida |
| 2014 | ICIP | Object reconstruction in an image based on belief function representation. | Wafa Rekik, Sylvie Le Hgarat-Mascle, Cyrille Andr, Abdelaziz Kallel, Roger Reynaud, A. Ben Hamidd |
| 2013 | FUSION | Dynamic estimation of the discernment frame in belief function theory. | Wafa Rekik, Sylvie Le Hgarat-Mascle, Roger Reynaud, Abdelaziz Kallel, Ahmed Ben Hamida |
| 2008 | IGARSS | Subpixel Temperature Estimation from Low Resolution Thermal Infrared Remote Sensing. | Catherine Ottl, Abdelaziz Kallel, Guillaume Monteil, Sylvie Le Hgarat-Mascle, Benoit Coudert |
| 2007 | IGARSS | Canopy Bidirectional Reflectance Calculation based on adding method and SAIL formalism. | Abdelaziz Kallel, Sylvie Le Hgarat-Mascle, Catherine Ottl, Laurence Hubert-Moy |
| 2006 | IGARSS | Use of the Evidence Theory to Combine Change Detection Indices and a priori Information. | Sylvie Le Hgarat-Mascle, Abdelaziz Kallel, Laurence Hubert-Moy, Samuel Corgne |
| 2003 | IGARSS | Surface soil moisture estimation using active microwave ERS wind scatterometer and SAR data. | Mehrez Zribi, Sylvie Le Hgarat-Mascle, Catherine Ottl, B. Kammoun, Christine Gurin |
| 2003 | IGARSS | Polarimetric analysis of P-BAND SAR data acquired over a forested area: "the PYLA 2001 experiment". | Monique Dechambre, Sylvie Le Hgarat-Mascle, Philippe Dreuillet, Isabelle Champion |
| 2003 | IGARSS | Use of ERS/SAR measurements for soil geometric and aerodynamic roughness estimation in semi-arid and arid areas. | Sylvie Le Hgarat-Mascle, Mehrez Zribi, B. Marticorena, G. Bergametti, M. Kardous, Y. Callot, Patrick Chazette, Jean Louis Rajot |
| 2002 | IGARSS | Multi-scale data fusion using Dempster-Shafer evidence theory. | Sylvie Le Hgarat-Mascle, Daniel Richard, Catherine Ottl |