CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF.
Linchao BaoBaoyuan WuWei LiuPublished in: CVPR (2018)
Keyphrases
- higher order
- markov random field
- spatio temporal
- higher order cliques
- cellular neural networks
- random fields
- high order
- loopy belief propagation
- graph cuts
- pairwise
- map inference
- mrf model
- potential functions
- natural images
- belief propagation
- parameter estimation
- convolutional neural network
- dual decomposition
- partition function
- maximum a posteriori
- energy minimization
- image restoration
- image segmentation
- energy function
- inference process
- mrf optimization
- probabilistic inference
- image processing
- space time
- low level vision
- low order
- conditional random fields
- similarity measure
- image sequences
- prior model
- bayesian networks
- multiscale
- bayesian inference
- neural network
- change detection