FPGA as a Hardware Accelerator for Computation Intensive Maximum Likelihood Expectation Maximization Medical Image Reconstruction Algorithm.
Murali RaviAngu SewaShashidhar T. G.Siva Sankara Sai SanagapatiPublished in: IEEE Access (2019)
Keyphrases
- medical images
- field programmable gate array
- expectation maximization
- maximum likelihood
- computation intensive
- em algorithm
- hardware implementation
- embedded systems
- application specific
- hardware design
- hardware architecture
- parallel computing
- medical imaging
- gaussian mixture model
- grid systems
- image processing algorithms
- medical diagnosis
- low cost
- computing systems
- medical image retrieval
- massively parallel
- multi modality
- medical image registration
- brain images
- probabilistic model
- general purpose
- k means
- resource sharing
- image retrieval
- high end
- real time
- signal processing
- computer systems
- efficient implementation