Cutting-Plane Training of Non-associative Markov Network for 3D Point Cloud Segmentation.
Roman ShapovalovAlexander VelizhevPublished in: 3DIMPVT (2011)
Keyphrases
- cutting plane
- markov networks
- structured prediction
- graphical models
- belief propagation
- maximum likelihood
- segmentation algorithm
- column generation
- segmentation method
- lower bound
- energy function
- first order logic
- conditional random fields
- level set
- integer programming
- image segmentation
- maximum margin
- bayesian inference
- posterior probability
- knapsack problem
- probabilistic model
- structure learning
- supervised learning
- bayesian networks
- integer program
- markov random field
- machine learning
- random variables
- training set
- mixed integer
- dynamic programming
- conditional probabilities
- training samples