Search Results for author: Veronika Kopackova

Found 4 papers, 2 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

Multi$^{\mathbf{3}}$Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

1 code implementation5 Dec 2018 Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopackova, Piotr Bilinski

We propose a novel approach for rapid segmentation of flooded buildings by fusing multiresolution, multisensor, and multitemporal satellite imagery in a convolutional neural network.

Flooded Building Segmentation Segmentation

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.

Cannot find the paper you are looking for? You can Submit a new open access paper.