A FPGA Accelerator for Real-Time 3D Non-rigid Registration Using Tree Reweighted Message Passing and Dynamic Markov Random Field Generation.
Michael BarrowSteven M. BurnsRyan KastnerPublished in: FPL (2018)
Keyphrases
- markov random field
- graph cuts
- maximum a posteriori
- random fields
- energy minimization
- loopy belief propagation
- mrf model
- belief propagation
- energy function
- parameter estimation
- pairwise
- field programmable gate array
- conditional random fields
- image segmentation
- higher order
- mutual information
- message passing
- potential functions
- tree reweighted message passing
- segmentation algorithm
- map estimation
- image registration
- min cut
- medical images
- iterated conditional modes
- energy minimization problems