Accelerating compressive sensing reconstruction OMP algorithm with CPU, GPU, FPGA and domain specific many-core.
Amey M. KulkarniTinoosh MohseninPublished in: ISCAS (2015)
Keyphrases
- compressive sensing
- learning algorithm
- domain specific
- orthogonal matching pursuit
- preprocessing
- neural network
- image recovery
- signal reconstruction
- k means
- sparse representation
- hardware implementation
- random projections
- sparse reconstruction
- general purpose
- signal processing
- super resolution
- expectation maximization
- data analysis
- gpu implementation