Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering.
Bartosz GrabowskiPrzemyslaw GlombKamil KsiazekKrisztián BúzaPublished in: ACIIDS (Companion) (2022)
Keyphrases
- hyperspectral
- hyperspectral images
- hyperspectral data
- multispectral
- remote sensing
- infrared
- hyperspectral imagery
- image data
- hyperspectral remote sensing
- spectral bands
- spectral imagery
- hyperspectral imaging
- clustering method
- information content
- clustering algorithm
- target detection
- hyperspectral image classification
- pixel classification
- k means
- remote sensing images
- denoising
- cluster analysis
- spatial resolution
- multi band
- satellite images
- unsupervised learning
- data points
- nonnegative matrix factorization
- spectral data
- image reconstruction
- reflectance spectra
- face recognition