Hyperspectral Unmixing Using Deep Convolutional Autoencoders in a Supervised Scenario.
Farshid KhajehrayeniHassan GhassemianPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2020)
Keyphrases
- hyperspectral
- deep belief networks
- restricted boltzmann machine
- unsupervised learning
- deep learning
- hyperspectral images
- hyperspectral data
- remote sensing
- infrared
- multispectral
- image data
- target detection
- hyperspectral imagery
- hyperspectral imaging
- supervised learning
- semi supervised
- spectral bands
- hyperspectral remote sensing
- hyperspectral image classification
- spectral imagery
- pixel classification
- machine learning
- satellite images
- remote sensing images
- learning algorithm
- denoising
- spatial resolution
- information content
- sparse coding
- hierarchical models
- spectral data
- data points
- multi band
- dimension reduction
- change detection
- spectral resolution
- reflectance spectra
- high resolution
- image processing