Hyperspectral Unmixing with Spectral Variability Using Endmember Guided Probabilistic Generative Deep Learning.
Rosly Boy LyngdohRucha DaveAnand S. SahadevanTouseef AhmadArundhati MisraPublished in: IGARSS (2022)
Keyphrases
- deep learning
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- hyperspectral data
- unsupervised learning
- generative model
- remote sensing
- multispectral
- spectral imagery
- spectral bands
- infrared
- image data
- hyperspectral image classification
- hyperspectral remote sensing
- machine learning
- target detection
- probabilistic model
- spatial resolution
- information content
- spectral signatures
- spectral resolution
- remote sensing images
- reflectance spectra
- multi band
- weakly supervised
- mental models
- satellite images
- change detection
- spectral data
- multispectral images
- text classification
- dimensionality reduction
- high resolution
- random projections
- semi supervised
- high quality
- feature selection