Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics

Y Kang, S Gao, RE Roth - Cartography and Geographic …, 2024 - Taylor & Francis
The past decade has witnessed the rapid development of geospatial artificial intelligence
(GeoAI) primarily due to the ground-breaking achievements in deep learning and machine …

Transferring multiscale map styles using generative adversarial networks

Y Kang, S Gao, RE Roth - International Journal of Cartography, 2019 - Taylor & Francis
The advancement of the Artificial Intelligence (AI) technologies makes it possible to learn
stylistic design criteria from existing maps or other visual art and transfer these styles to …

[PDF][PDF] A review and synthesis of recent geoai research for cartography: Methods, applications, and ethics

Y Kang, S Gao, R Roth - Proceedings of AutoCarto, 2022 - cartogis.org
Recent years have witnessed the development of artificial intelligence (AI) technologies that
are capable of solving a wide range of practical problems. Scholars from cartography and …

The ethics of ai-generated maps: A study of dalle 2 and implications for cartography

Y Kang, Q Zhang, R Roth - arxiv preprint arxiv:2304.10743, 2023 - arxiv.org
The rapid advancement of artificial intelligence (AI) such as the emergence of large
language models including ChatGPT and DALLE 2 has brought both opportunities for …

Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation

Y Hu, Z Gui, J Wang, M Li - International Journal of Geographical …, 2022 - Taylor & Francis
Maps in the form of digital images are widely available in geoportals, Web pages, and other
data sources. The metadata of map images, such as spatial extents and place names, are …

The Ethics of AI-Generated Maps: DALL· E 2 and AI's Implications for Cartography (Short Paper)

Q Zhang, Y Kang, R Roth - 12th International Conference on …, 2023 - drops.dagstuhl.de
The rapid advancement of artificial intelligence (AI) such as the emergence of large
language models ChatGPT and DALL· E 2 has brought both opportunities for improving …