FPGA implementation of particle swarm optimization based on new fitness function for MRI images segmentation.
Fayçal HamdaouiAnis SaklyAbdellatif MtibaaPublished in: Int. J. Imaging Syst. Technol. (2015)
Keyphrases
- edge detection
- fitness function
- mri images
- fpga implementation
- particle swarm optimization
- genetic algorithm
- genetic programming
- particle swarm
- evolutionary algorithm
- medical images
- mri brain images
- genetic algorithm ga
- multiscale
- magnetic resonance images
- image processing
- magnetic resonance imaging
- brain tumors
- mri data
- genetic operators
- pso algorithm
- hardware implementation
- imaging modalities
- search space
- multi objective
- particle swarm optimization algorithm
- differential evolution
- particle swarm optimization pso
- medical image analysis
- crossover operator
- mr images
- brain tissue
- medical imaging
- low contrast
- pattern recognition
- simulated annealing
- field programmable gate array
- global optimization
- neural network