A Grammar of Map Data Mining

Update:

★ Polygonal Building Segmentation by Frame Field Learning [Data and Code]

References:

★ Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks

★ Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks - [Data and Code]

★ Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation

★ Generic Semantic Segmentation of Historical Maps - [Data and Code]

Historical map polygon and feature extractor

Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map

Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks

Automatic Extraction of Forests from Historical Maps Based on Unsupervised Classification in the CIELab Color Space

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https://dhistory.hypotheses.org/346 (in German)

https://github.com/MinesParis-MorphoMath (https://smil.cmm.minesparis.psl.eu/doc/p600.html)

https://gitlab.kiv.zcu.cz/balounj/21_icdar_mapseg_competition/-/tree/master/