Iterative Bayesian Reconstruction of Non-IID Block-Sparse Signals.
Mehdi KorkiJingxin ZhangCishen ZhangHadi ZayyaniPublished in: CoRR (2014)
Keyphrases
- signal reconstruction
- compressive sensing
- compressed sensing
- sparse reconstruction
- image reconstruction
- basis functions
- sparse bayesian learning
- signal processing
- sparse representation
- sparse signal representation
- data driven
- random projections
- relevance vector machine
- bayesian networks
- bayesian learning
- binary matrices
- three dimensional
- coefficient matrix
- joint optimization
- high dimensional
- sparse data
- reconstruction method
- posterior distribution
- bayesian inference
- high resolution
- iterative methods
- shape recovery
- image sequences