Search Results for author: Faiza Azam

Found 3 papers, 1 papers with code

Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data

1 code implementation3 Jan 2019 Bradley Gram-Hansen, Patrick Helber, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackova, Piotr Bilinski

2) We show that it is possible to detect informal settlements using freely available low-resolution (LR) data, in contrast to previous studies that use very-high resolution (VHR) satellite and aerial imagery, something that is cost-prohibitive for NGOs.

BIG-bench Machine Learning

Generating Material Maps to Map Informal Settlements

no code implementations30 Nov 2018 Patrick Helber, Bradley Gram-Hansen, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackova, Piotr Bilinski

Detecting and mapping informal settlements encompasses several of the United Nations sustainable development goals.

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