Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning.
Maxwell OwusuArathi NairAmir JafariDana R. ThomsonMonika KufferRyan N. EngstromPublished in: Comput. Environ. Urban Syst. (2024)
Keyphrases
- machine learning
- image data
- image database
- input image
- three dimensional
- image features
- ground truth
- rigid body
- image collections
- image regions
- image registration
- pattern recognition
- image analysis
- image retrieval
- object recognition
- image matching
- image set
- lighting conditions
- aerial photographs
- image classification
- feature selection
- segmentation algorithm
- machine learning algorithms
- computer graphics
- feature points
- spatial information
- image compression
- multiscale
- satellite images
- illumination conditions
- pixel values
- learning algorithm
- data mining