Quantification of Hydrocarbon Abundance in Soils Using Deep Learning with Dropout and Hyperspectral Data.
Asmau M. AhmedOlga DuranYahya H. ZweiriMike SmithPublished in: Remote. Sens. (2019)
Keyphrases
- deep learning
- hyperspectral data
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- random projections
- multispectral
- remote sensing
- infrared
- unsupervised learning
- machine learning
- data compression
- mental models
- principal components
- weakly supervised
- spatial resolution
- target detection
- probabilistic model
- image data
- data mining