Fast principal component analysis for hyperspectral imaging based on cloud computing.
Yonglong LiZebin WuJie WeiAntonio PlazaJun LiZhihui WeiPublished in: IGARSS (2015)
Keyphrases
- cloud computing
- hyperspectral imaging
- principal component analysis
- target detection
- hyperspectral
- computing resources
- remote sensing
- data center
- distributed computing
- cloud computing environment
- dimensionality reduction
- principal components
- data management
- hyperspectral images
- service providers
- face recognition
- linear discriminant analysis
- covariance matrix
- big data
- infrared
- dimension reduction
- low dimensional
- hyperspectral data
- feature space
- random projections
- hyperspectral imagery
- feature extraction
- cloud storage
- cloud computing platform
- false alarms
- image data
- image processing
- target tracking
- load balancing
- face detection
- image analysis
- databases