Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification.
Peng ChenJames D. B. NelsonJean-Yves TourneretPublished in: IEEE Trans. Image Process. (2017)
Keyphrases
- hyperspectral
- markov random field
- hyperspectral data
- hyperspectral images
- pixel classification
- hyperspectral image classification
- multispectral
- remote sensing
- hyperspectral imagery
- infrared
- higher order
- graph cuts
- spectral bands
- image data
- target detection
- belief propagation
- parameter estimation
- random fields
- mrf model
- maximum a posteriori
- pairwise
- energy function
- hyperspectral remote sensing
- potential functions
- spatial resolution
- image segmentation
- satellite images
- machine learning
- information content
- random projections
- least squares
- change detection
- conditional random fields
- support vector machine
- support vector
- feature space
- high quality
- feature selection