Worldwide Detection of Informal Settlements via Topological Analysis of Crowdsourced Digital Maps

Semantic segmentation of slums in satellite images using transfer learning on fully convolutional neural networks

(2019) Michael Wurm et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Toward cities without slums: Topology and the spatial evolution of neighborhoods

(2018) Christa Brelsford et al.   Science Advances

Detecting and mapping slums using open data: a case study in Kenya

(2018) Ron Mahabir et al.   International Journal of Digital Earth

Heterogeneity and scale of sustainable development in cities

(2017) Christa Brelsford et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The impact of urban development on risk in sub-Saharan Africa's cities with a focus on small and intermediate urban centres

(2017) David Satterthwaite   International Journal of Disaster Risk Reduction

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

The world’s user-generated road map is more than 80% complete

(2017) Christopher Barrington-Leigh et al.   PLoS One

Urban slum detection using texture and spatial metrics derived from satellite imagery

(2016) Divyani Kohli et al.   Journal of Spatial Science

Combining satellite imagery and machine learning to predict poverty

(2016) N. Jean et al.   SCIENCE

Slums from Space—15 Years of Slum Mapping Using Remote Sensing

(2016) Monika Kuffer et al.   Remote Sensing

Automated detection of slum area change in Hyderabad, India using multitemporal satellite imagery

(2013) Oleksandr Kit et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING