Investigation on constrained matrix factorization for hyperspectral image analysis.
Qian DuIvica KoprivaHarold SzuPublished in: IGARSS (2005)
Keyphrases
- matrix factorization
- hyperspectral
- image analysis
- remote sensing
- multispectral
- collaborative filtering
- hyperspectral images
- hyperspectral imagery
- low rank
- hyperspectral data
- recommender systems
- hyperspectral remote sensing
- target detection
- missing data
- change detection
- image data
- infrared
- negative matrix factorization
- factorization methods
- factor analysis
- pattern recognition
- image processing
- satellite images
- information content
- multispectral images
- nonnegative matrix factorization
- computer vision
- high resolution
- image segmentation
- image registration
- multiscale