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 …

Creating building-level, three-dimensional digital models of historic urban neighborhoods from Sanborn Fire Insurance maps using machine learning

Y Lin, J Li, A Porr, G Logan, N Xiao, HJ Miller - Plos one, 2023 - journals.plos.org
Sanborn Fire Insurance maps contain a wealth of building-level information about US cities
dating back to the late 19th century. They are a valuable resource for studying changes in …

Creating large, high-quality geospatial datasets from historical maps using novice volunteers

A Sobotkova, SA Ross, C Nassif-Haynes… - Applied …, 2023 - Elsevier
Unlocking data from historical maps for landscape analysis is costly. Automatic extraction
using Machine Learning (ML) requires extensive preparation and expertise. Crowdsourcing …

ICDAR 2024 competition on historical map text detection, recognition, and linking

Z Li, Y Lin, YY Chiang, J Weinman, S Tual… - … on Document Analysis …, 2024 - Springer
Text on digitized historical maps contains valuable information, eg, providing georeferenced
political and cultural context. The goal of the ICDAR 2024 MapText Competition is to …

Detecting Text on Historical Maps by Selecting Best Candidates of Deep Neural Networks Output

G Matidis, B Gatos, AL Kesidis, P Kaddas - International Conference on …, 2023 - Springer
The final and perhaps the most crucial step in Object Detection is the selection of the best
candidates out of all the proposed regions a framework outputs. Typically, Non-Maximum …

[PDF][PDF] S6: Data Sources and Data Integration for Macroscale Archaeology

M Hinz, J Roe - … International Conference 8-12 April 2024 …, 2024 - 2024.caaconference.org
In recent years, there has been a resurgence of interest in macroarchaeology, leading to a
renewed focus on the profound questions surrounding the long duree of the complex …