Data Acquisition through Joint Compressive Sensing and Principal Component Analysis.
Riccardo MasieroGiorgio QuerDaniele MunarettoMichele RossiJörg WidmerMichele ZorziPublished in: GLOBECOM (2009)
Keyphrases
- data acquisition
- compressive sensing
- random projections
- principal component analysis
- dimensionality reduction
- low cost
- monitoring system
- high speed
- sparse representation
- image recovery
- dimension reduction
- data collection
- data processing
- compressive sampling
- low dimensional
- supervisory control
- real time
- face recognition
- signal processing
- image representation
- data analysis
- distributed source coding
- database
- linear discriminant analysis
- compressed sensing
- original data
- singular value decomposition
- random sampling
- machine learning
- databases
- image reconstruction
- database systems
- computer vision
- orthogonal matching pursuit
- multiscale