Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data.
Bradley J. Gram-HansenPatrick HelberIndhu VaratharajanFaiza AzamAlejandro Coca-CastroVeronika KopackováPiotr BilinskiPublished in: AIES (2019)
Keyphrases
- low resolution
- developing countries
- spectral data
- machine learning
- high resolution
- super resolution
- developed countries
- remote sensing
- information and communication technologies
- low resolution images
- hyperspectral
- e government
- distance learning
- principal components
- face images
- partial least squares
- high quality
- learning algorithm
- pattern recognition
- image processing
- depth images
- decision trees
- data analysis
- spatial resolution
- mass spectrometry
- feature selection
- computer vision
- depth map
- image analysis
- satellite images
- hyperspectral images