FPGA Implementation of Sparsity Independent Regularized Pursuit for Fast CS Reconstruction.
Thomas James ThomasJ. Sheeba RaniPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2022)
Keyphrases
- fpga implementation
- compressive sampling
- compressive sensing
- compressed sensing
- sparse reconstruction
- hardware implementation
- image reconstruction
- sparse representation
- sparsity constraints
- orthogonal matching pursuit
- random projections
- signal processing
- computer science
- high dimensional
- high resolution
- least squares
- transfer function
- field programmable gate array
- regularized least squares
- machine learning
- pattern recognition
- image processing algorithms
- real time
- sparse coding
- distributed systems