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

Research article (IEEE Access, 2019) · cited 56× · AI/ML
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Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks

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Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks. Retrieved May 24, 2026, from https://4ort.xyz/entity/automated-extraction-of-human-settlement-patterns-from-historical-topographic-map-series-using-weakly-supervised-convolu
MLA “Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/automated-extraction-of-human-settlement-patterns-from-historical-topographic-map-series-using-weakly-supervised-convolu.
BibTeX @misc{4ortxyz_automated-extraction-of-human-settlement-patterns-from-historical-topographic-map-series-using-weakly-supervised-convolu_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks}}, year = {2026}, url = {https://4ort.xyz/entity/automated-extraction-of-human-settlement-patterns-from-historical-topographic-map-series-using-weakly-supervised-convolu}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks — https://4ort.xyz/entity/automated-extraction-of-human-settlement-patterns-from-historical-topographic-map-series-using-weakly-supervised-convolu (retrieved 2026-05-24)

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