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Automating information extraction from large historical topographic map archives: New opportunities and challenges
Historical maps constitute unique sources of retrospective geographic information. Recently,
several archives containing historical map series covering large spatial and temporal …
several archives containing historical map series covering large spatial and temporal …
[HTML][HTML] Vectorizing historical maps with topological consistency: A hybrid approach using transformers and contour-based instance segmentation
Reducing the complexity of the workflow for historical map vectorization is essential to
promote the widespread utilization of historical spatial data. Traditional pixel-wise …
promote the widespread utilization of historical spatial data. Traditional pixel-wise …
The results of digitizing historical maps: comparison of Lithuanian land-use structure in the 19th and 21st centuries
E Piškinaitė, D Veteikis - Land, 2023 - mdpi.com
Studies of long-term land-use changes can reveal significant results about land use in the
past and lead to the main causes of these changes being revealed. We georeferenced 27 …
past and lead to the main causes of these changes being revealed. We georeferenced 27 …
[HTML][HTML] Building block extraction from historical maps using deep object attention networks
Y Zhao, G Wang, J Yang, L Zhang, X Qi - ISPRS International Journal of …, 2022 - mdpi.com
The geographical feature extraction of historical maps is an important foundation for
realizing the transition from human map reading to machine map reading. The current …
realizing the transition from human map reading to machine map reading. The current …
CNN-Based template matching for detecting features from historical maps
Efficiently detecting features from historical maps is a challenging task due to its inconsistent
manual scribbling styles and the lack of large scale labelled training data. To tackle this …
manual scribbling styles and the lack of large scale labelled training data. To tackle this …
MapSAM: Adapting Segment Anything Model for Automated Feature Detection in Historical Maps
Automated feature detection in historical maps can significantly accelerate the
reconstruction of the geospatial past. However, this process is often constrained by the time …
reconstruction of the geospatial past. However, this process is often constrained by the time …
Self-supervised Video Instance Segmentation Can Boost Geographic Entity Alignment in Historical Maps
Tracking geographic entities from historical maps, such as buildings, offers valuable insights
into cultural heritage, urbanization patterns, environmental changes, and various historical …
into cultural heritage, urbanization patterns, environmental changes, and various historical …
Content-based Image Retrieval for Map Georeferencing
J Luft, J Schiewe - Proceedings of the ICA, 2021 - ica-proc.copernicus.org
In recent years, libraries have made great progress in digitising troves of historical maps with
high-resolution scanners. Providing user-friendly information access for cultural heritage …
high-resolution scanners. Providing user-friendly information access for cultural heritage …
Video Instance Segmentation is All You Need for Linking Geographic Entities from Historical Maps
Numerous historical research endeavors necessitate synthesizing information derived from
multiple historical maps. Linking geographic entities across diverse maps has posed a …
multiple historical maps. Linking geographic entities across diverse maps has posed a …