Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain.
Shaohui MeiQianqian BiJingyu JiJunhui HouQian DuPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2017)
Keyphrases
- spatial domain
- low rank
- hyperspectral image classification
- hyperspectral
- hyperspectral images
- frequency domain
- active learning
- transform domain
- matrix factorization
- convex optimization
- hyperspectral data
- linear combination
- missing data
- wavelet domain
- singular value decomposition
- semi supervised
- hyperspectral imagery
- high dimensional data
- remote sensing
- motion estimation
- high order
- multispectral
- spatial resolution
- infrared
- least squares
- recommender systems
- multispectral images
- image data
- singular values
- learning algorithm
- data sets
- projections onto convex sets
- feature extraction
- spectral analysis
- random projections
- nearest neighbor
- collaborative filtering
- super resolution