Population Mapping
3 papers with code • 0 benchmarks • 0 datasets
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Latest papers with no code
High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2
With our work we aim to democratize access to up-to-date and high-resolution population maps, recognizing that some regions faced with particularly strong population dynamics may lack the resources for costly micro-census campaigns.
Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth
We propose a generalizable framework for the population estimation of dense, informal settlements in low-income urban areas--so called 'slums'--using high-resolution satellite imagery.
DeepDPM: Dynamic Population Mapping via Deep Neural Network
In this paper, we first propose the idea to generate dynamic population distributions in full-time series, then we design dynamic population mapping via deep neural network(DeepDPM), a model that describes both spatial and temporal patterns using coarse data and point of interest information.
