FPGA-Based Acceleration of Expectation Maximization Algorithm Using High-Level Synthesis.
Mohammad Abdul MomenMohammed A. S. KhalidMohammad Abdul Moin OnindaPublished in: DASIP (2019)
Keyphrases
- expectation maximization
- learning algorithm
- segmentation algorithm
- k means
- np hard
- dynamic programming
- em algorithm
- objective function
- optimal solution
- computational complexity
- parameter estimation
- data processing
- signal processing
- hardware implementation
- probabilistic model
- cost function
- preprocessing
- pattern recognition
- image processing
- parallel implementation
- image processing algorithms
- detection algorithm
- simulated annealing
- bayesian networks
- information systems