3D image segmentation implementation on FPGA using the EM/MPM algorithm.
Yan SunLauren A. ChristopherPublished in: ICASSP (2010)
Keyphrases
- expectation maximization
- image segmentation
- em algorithm
- hardware implementation
- segmentation algorithm
- k means
- parallel implementation
- parameter estimation
- learning algorithm
- fpga implementation
- hardware architecture
- worst case
- preprocessing
- dynamic programming
- clustering method
- optimization algorithm
- computational cost
- cost function
- gradient ascent
- real time
- objective function
- optimal solution
- low cost
- search space
- gray level
- detection algorithm
- np hard
- efficient implementation
- active contours
- region merging
- similarity measure
- software implementation
- mixture model
- graph cuts
- seeded region growing