Representing Vector Geographic Information As a Tensor for Deep Learning Based Map Generalisation

Courtial, Azelle; Touya, Guillaume; Zhang, Xiang

doi:https://doi.org/10.5194/agile-giss-3-32-2022

Explore maps as you read a comic book

Bérénice Le Mao and Guillaume Touya

AGILE GIScience Ser., 5, 10, https://doi.org/10.5194/agile-giss-5-10-2024,https://doi.org/10.5194/agile-giss-5-10-2024, 2024

Geolocating Bees by Translating the Waggle Dance Into Spatial Coordinates

Sylvain Galopin, Freddie-Jeanne Richard, and Guillaume Touya

AGILE GIScience Ser., 5, 24, https://doi.org/10.5194/agile-giss-5-24-2024,https://doi.org/10.5194/agile-giss-5-24-2024, 2024

A methodological inquiry for anchoring pan-scalar maps

Maïeul Gruget, Guillaume Touya, Quentin Potié, and Ian Muehlenhaus

AGILE GIScience Ser., 5, 27, https://doi.org/10.5194/agile-giss-5-27-2024,https://doi.org/10.5194/agile-giss-5-27-2024, 2024

EyeCatchingMaps, a Dataset to Assess Saliency Models on Maps

Laura Wenclik and Guillaume Touya

AGILE GIScience Ser., 5, 51, https://doi.org/10.5194/agile-giss-5-51-2024,https://doi.org/10.5194/agile-giss-5-51-2024, 2024

Semi-automatic development of thematic tactile maps

Jakub Wabiński, Guillaume Touya, and Albina Mościcka

Abstr. Int. Cartogr. Assoc., 6, 265, https://doi.org/10.5194/ica-abs-6-265-2023,https://doi.org/10.5194/ica-abs-6-265-2023, 2023

Where do people look at during multi-scale map tasks?

Laura Wenclik and Guillaume Touya

AGILE GIScience Ser., 4, 51, https://doi.org/10.5194/agile-giss-4-51-2023,https://doi.org/10.5194/agile-giss-4-51-2023, 2023

Deep learning for anchor detection in multi-scale maps

Quentin Potié, Guillaume Touya, Chaimaa Beladraoui, Amina El-Moutaouakkil, and William Mackaness

Abstr. Int. Cartogr. Assoc., 5, 82, https://doi.org/10.5194/ica-abs-5-82-2022,https://doi.org/10.5194/ica-abs-5-82-2022, 2022

A Web GIS to Generate Audio-Tactile Maps for Visually Impaired People

Guillaume Touya, Samuel Braikeh, Ridley Campbell, Jean-Marie Favreau, and Jérémy Kalsron

Abstr. Int. Cartogr. Assoc., 5, 115, https://doi.org/10.5194/ica-abs-5-115-2022,https://doi.org/10.5194/ica-abs-5-115-2022, 2022

When is a Ring Road a ’Ring Road’? A Brief Perceptual Study

Quentin Potié, William A. Mackaness, and Guillaume Touya

AGILE GIScience Ser., 3, 54, https://doi.org/10.5194/agile-giss-3-54-2022,https://doi.org/10.5194/agile-giss-3-54-2022, 2022

CrossroadsDescriber – Automatic Textual Description of OpenStreetMap Intersections

Jérémy Kalsron, Jean-Marie Favreau, and Guillaume Touya

AGILE GIScience Ser., 3, 40, https://doi.org/10.5194/agile-giss-3-40-2022,https://doi.org/10.5194/agile-giss-3-40-2022, 2022

AlpineBends – A Benchmark for Deep Learning-Based Generalisation

Azelle Courtial, Guillaume Touya, and Xiang Zhang

Abstr. Int. Cartogr. Assoc., 4, 1, https://doi.org/10.5194/ica-abs-4-1-2022,https://doi.org/10.5194/ica-abs-4-1-2022, 2022

L’Alpe d’Huez: A Benchmark for Topographic Map Generalisation

Guillaume Touya

Abstr. Int. Cartogr. Assoc., 4, 4, https://doi.org/10.5194/ica-abs-4-4-2022,https://doi.org/10.5194/ica-abs-4-4-2022, 2022

BasqueRoads: A Benchmark for Road Network Selection

Guillaume Touya and Azelle Courtial

Abstr. Int. Cartogr. Assoc., 4, 5, https://doi.org/10.5194/ica-abs-4-5-2022,https://doi.org/10.5194/ica-abs-4-5-2022, 2022

Can Graph Convolution Networks Learn Spatial Relations?

Azelle Courtial, Guillaume Touya, and Xiang Zhang

Abstr. Int. Cartogr. Assoc., 3, 60, https://doi.org/10.5194/ica-abs-3-60-2021,https://doi.org/10.5194/ica-abs-3-60-2021, 2021

How do users interact with Virtual Geographic Environments? Users’ behavior evaluation in urban participatory planning

Thibaud Chassin, Jens Ingensand, Guillaume Touya, and Sidonie Christophe

Proc. Int. Cartogr. Assoc., 4, 19, https://doi.org/10.5194/ica-proc-4-19-2021,https://doi.org/10.5194/ica-proc-4-19-2021, 2021

COVID-19 geoviz for spatio-temporal structures detection

Jacques Gautier, Maria-Jesus Lobo, Benjamin Fau, Armand Drugeon, Sidonie Christophe, and Guillaume Touya

Proc. Int. Cartogr. Assoc., 4, 37, https://doi.org/10.5194/ica-proc-4-37-2021,https://doi.org/10.5194/ica-proc-4-37-2021, 2021

Please, Help Me! I Am Lost in Zoom

Guillaume Touya, María-Jesús Lobo, William A. Mackaness, and Ian Muehlenhaus

Proc. Int. Cartogr. Assoc., 4, 107, https://doi.org/10.5194/ica-proc-4-107-2021,https://doi.org/10.5194/ica-proc-4-107-2021, 2021

GENERATIVE ADVERSARIAL NETWORKS TO GENERALISE URBAN AREAS IN TOPOGRAPHIC MAPS

A. Courtial, G. Touya, and X. Zhang

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2021, 15–22, https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-15-2021,https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-15-2021, 2021

INFERRING THE SCALE AND CONTENT OF A MAP USING DEEP LEARNING

G. Touya, F. Brisebard, F. Quinton, and A. Courtial

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2020, 17–24, https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-17-2020,https://doi.org/10.5194/isprs-archives-XLIII-B4-2020-17-2020, 2020

Contour Lines Generation in Karstic Plateaus for Topographic Maps

Guillaume Touya, Hugo Boulze, Anouk Schleich, and Hervé Quinquenel

Proc. Int. Cartogr. Assoc., 2, 133, https://doi.org/10.5194/ica-proc-2-133-2019,https://doi.org/10.5194/ica-proc-2-133-2019, 2019

CartAGen: an Open Source Research Platform for Map Generalization

Guillaume Touya, Imran Lokhat, and Cécile Duchêne

Proc. Int. Cartogr. Assoc., 2, 134, https://doi.org/10.5194/ica-proc-2-134-2019,https://doi.org/10.5194/ica-proc-2-134-2019, 2019

Fifty shades of Roboto: Text Design Choices and Categories in Multi-Scale Maps

Sébastien Biniek, Guillaume Touya, and Gilles Rouffineau

Adv. Cartogr. GIScience Int. Cartogr. Assoc., 1, 2, https://doi.org/10.5194/ica-adv-1-2-2019,https://doi.org/10.5194/ica-adv-1-2-2019, 2019

Experiments to Distribute Map Generalization Processes

Justin Berli, Guillaume Touya, Imran Lokhat, and Nicolas Regnauld

Proc. Int. Cartogr. Assoc., 1, 8, https://doi.org/10.5194/ica-proc-1-8-2018,https://doi.org/10.5194/ica-proc-1-8-2018, 2018

Designing typefaces for maps. A protocol of tests.

Sébastien Biniek, Guillaume Touya, Gilles Rouffineau, and Thomas Huot-Marchand

Proc. Int. Cartogr. Assoc., 1, 9, https://doi.org/10.5194/ica-proc-1-9-2018,https://doi.org/10.5194/ica-proc-1-9-2018, 2018

Alternative transitions between existing representations in multi-scale maps

Marion Dumont, Guillaume Touya, and Cécile Duchêne

Proc. Int. Cartogr. Assoc., 1, 33, https://doi.org/10.5194/ica-proc-1-33-2018,https://doi.org/10.5194/ica-proc-1-33-2018, 2018

How to design a cartographic continuum to help users to navigate between two topographic styles?

Jérémie Ory, Guillaume Touya, Charlotte Hoarau, and Sidonie Christophe

Proc. Int. Cartogr. Assoc., 1, 88, https://doi.org/10.5194/ica-proc-1-88-2018,https://doi.org/10.5194/ica-proc-1-88-2018, 2018

RJMCMC based Text Placement to Optimize Label Placement and Quantity

Guillaume Touya and Thibaud Chassin

Proc. Int. Cartogr. Assoc., 1, 116, https://doi.org/10.5194/ica-proc-1-116-2018,https://doi.org/10.5194/ica-proc-1-116-2018, 2018

Representing Vector Geographic Information As a Tensor for Deep Learning Based Map Generalisation

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