Applying Sum and Max Product Algorithms of Belief Propagation to 3D Shape Matching and Registration.
Pengdong XiaoNick BarnesPaulette LiebyTibério S. CaetanoPublished in: DICTA (2009)
Keyphrases
- max product
- belief propagation
- message passing
- graphical models
- loopy belief propagation
- graph cuts
- markov random field
- sum product
- stereo matching
- approximate inference
- fixed point
- np hard
- markov networks
- pairwise
- probabilistic model
- energy function
- high quality
- free energy
- distributed systems
- multi view
- energy minimization
- probabilistic inference
- post processing
- image registration
- exact inference
- linear programming relaxation
- bayesian networks
- depth map
- dynamic programming
- special case
- object recognition
- three dimensional