Compressive hyperspectral imaging via adaptive sampling and dictionary learning.
Mingrui YangFrank de HoogYuqi FanWen HuPublished in: CoRR (2015)
Keyphrases
- adaptive sampling
- hyperspectral imaging
- dictionary learning
- sparse representation
- compressive sensing
- target detection
- monte carlo
- hyperspectral
- sparse coding
- random sampling
- random projections
- remote sensing
- infrared
- hyperspectral images
- face recognition
- control charts
- image representation
- false alarms
- image classification
- active learning
- high dimensional data
- dimensionality reduction
- signal processing
- image patches
- object tracking
- machine learning
- image analysis
- training set
- pattern recognition
- multiscale
- unsupervised learning
- image processing