A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data.
Yanli SunJosé M. Bioucas-DiasXia ZhangYi LiuAntonio PlazaPublished in: IGARSS (2017)
Keyphrases
- hyperspectral data
- hyperspectral images
- random projections
- hyperspectral imagery
- hyperspectral
- remote sensing
- multispectral
- infrared
- data compression
- dimension reduction
- spatial resolution
- sparse representation
- principal components
- remote sensing images
- target detection
- training set
- change detection
- image reconstruction
- image classification
- dimensionality reduction
- multi band
- image analysis
- high dimensional