Deep Learning-Based Belief Propagation Algorithm over Non-Binary Finite Fields.
Ting LiuXuechen ChenPublished in: WCSP (2020)
Keyphrases
- non binary
- belief propagation
- graphical models
- deep learning
- learning algorithm
- k means
- data sets
- energy function
- np hard
- stereo matching
- maximum likelihood
- graph cuts
- constraint satisfaction problems
- free energy
- three dimensional
- computer vision
- space complexity
- bayesian framework
- feature selection
- image matching
- unsupervised learning
- image processing
- markov random field
- worst case
- dynamic programming
- prior knowledge
- search space
- pairwise