Coupled non-negative matrix factorization (CNMF) for hyperspectral and multispectral data fusion: Application to pasture classification.
Naoto YokoyaTakehisa YairiAkira IwasakiPublished in: IGARSS (2011)
Keyphrases
- multispectral
- hyperspectral
- data fusion
- hyperspectral data
- hyperspectral images
- land cover classification
- negative matrix factorization
- remote sensing
- remotely sensed
- hyperspectral imagery
- remote sensing images
- image data
- satellite images
- spectral bands
- spatial resolution
- remote sensing data
- multi band
- multi sensor
- multispectral images
- infrared
- image analysis
- pattern recognition
- information fusion
- image fusion
- land cover
- supervised classification
- multi source
- target detection
- remote sensing imagery
- reflectance spectra
- machine learning
- high spatial resolution
- text classification
- matrix factorization
- change detection
- information content
- image classification
- fusion method
- image representation
- document clustering
- supervised learning
- random projections