| Exploring the potential of deep learning segmentation for mountain roads generalisation A Courtial, A El Ayedi, G Touya, X Zhang ISPRS International Journal of Geo-Information 9 (5), 338, 2020 | 60 | 2020 |
| Constraint-based evaluation of map images generalized by deep learning A Courtial, G Touya, X Zhang Journal of Geovisualization and Spatial Analysis 6 (1), 13, 2022 | 25 | 2022 |
| Deriving map images of generalised mountain roads with generative adversarial networks A Courtial, G Touya, X Zhang International Journal of Geographical Information Science 37 (3), 499-528, 2023 | 18 | 2023 |
| Generative adversarial networks to generalise urban areas in topographic maps A Courtial, G Touya, X Zhang XXIV ISPRS Congress (2021 edition) 43, 15-22, 2021 | 17 | 2021 |
| Representing vector geographic information as a tensor for deep learning based map generalisation A Courtial, G Touya, X Zhang AGILE: GIScience Series 3, 32, 2022 | 8 | 2022 |
| Can graph convolution networks learn spatial relations? A Courtial, G Touya, X Zhang Abstracts of the ICA 3, 1-2, 2021 | 7 | 2021 |
| Constraint based evaluation of generalized images generated by deep learning A Courtial, G Touya, X Zhang 23rd ICA Workshop on Map Generalisation and Multiple Representation, 2020 | 3 | 2020 |
| BasqueRoads: A Benchmark for Road Network Selection G Touya, A Courtial Abstracts of the ICA 4, 5, 2022 | 2 | 2022 |
| DeepMapScaler: a workflow of deep neural networks for the generation of generalised maps A Courtial, G Touya, X Zhang Cartography and Geographic Information Science 51 (1), 41-59, 2024 | 1 | 2024 |
| Text-to-map generation: an exploration of current potentials A Courtial, J Kalsron, B Le Mao, Q Potié, G Touya, L Wenclik CartoAI: AI for cartography, 2023 | 1 | 2023 |
| Inferring the scale and content of a map using deep learning G Touya, F Brisebard, F Quinton, A Courtial The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 1 | 2020 |
| Machine learning in cartography L Harrie, G Touya, R Oucheikh, T Ai, A Courtial, KF Richter Cartography and Geographic Information Science 51 (1), 1-19, 2024 | | 2024 |
| Cartagen4py, an open source Python library for map generalisation G Touya, J Berli, A Courtial Generalisation Constraint Monitors to Assess Tactile Maps, 2023 | | 2023 |
| Exploring the potential of deep learning for map generalization A Courtial Université Gustave Eiffel, 2023 | | 2023 |
| Does Generalisation Matters in Pan-Scalar Maps?(Short Paper) A Courtial, G Touya 12th International Conference on Geographic Information Science (GIScience 2023), 2023 | | 2023 |
| IDENTIFICATION DE RELATIONS SPATIALES PAR APPRENTISSAGE PROFOND SUR DES GRAPHES. A Courtial, G Touya, X Zhang Cartes et Géomatique, 2022 | | 2022 |
| Apprendre à combiner l'information géographique pour générer une carte généralisée A Courtial, G Touya Extraction et Gestion des Connaissances, EGC’2022, 491-492, 2022 | | 2022 |
| Représentation et combinaison de l'information géographique pour l'apprentissage profond A Courtial, G Touya GAST–Gestion et Analyse de données Spatiales et Temporelles, 54-65, 2022 | | 2022 |
