Population Mapping

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (6 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Mapping Urban Population Growth from Sentinel-2 MSI and Census Data Using Deep Learning: A Case Study in Kigali, Rwanda
  15 Mar 2023 1 repository listed
  Since Post-Classification Comparison (PCC) methods for change detection are known to propagate the error of the individual maps, we propose an end-to-end population growth mapping method.
• Fine-grained Population Mapping from Coarse Census Counts and Open Geodata
  8 Nov 2022 1 repository listed
  Fine-grained population maps are needed in several domains, like urban planning, environmental monitoring, public health, and humanitarian operations.
• One-shot Transfer Learning for Population Mapping
  13 Aug 2021 1 repository listed
  Thus, obtaining fine-grained population distribution from coarse-grained distribution becomes an important problem.