Hardware-efficient belief propagation.
Chia-Kai LiangChao-Chung ChengYen-Chieh LaiLiang-Gee ChenHomer H. ChenPublished in: CVPR (2009)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- stereo matching
- graph cuts
- approximate inference
- markov networks
- fixed point
- energy minimization
- energy function
- max product
- loopy belief propagation
- probabilistic model
- pairwise
- three dimensional
- preprocessing
- free energy
- statistical physics
- linear programming
- distributed systems
- lower bound
- optimal solution
- bayesian networks
- image processing