Sparse CS reconstruction by nullspace based l1 minimizing Kalman filtering.
Otmar LoffeldAlexander SeelMiguel Heredia CondeLing WangPublished in: COMM (2016)
Keyphrases
- kalman filtering
- null space
- compressed sensing
- kalman filter
- theoretical guarantees
- compressive sensing
- multi frame
- image reconstruction
- high resolution
- sparse representation
- singular value decomposition
- particle filtering
- high dimensional
- motion estimation
- linear discriminant analysis
- principal components
- random projections
- image processing
- motion analysis
- least squares
- data sets
- appearance model
- novelty detection
- pattern recognition
- singular values
- image sequences
- finite dimensional
- three dimensional
- object tracking