CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF.
Linchao BaoBaoyuan WuWei LiuPublished in: CoRR (2018)
Keyphrases
- higher order
- markov random field
- spatio temporal
- higher order cliques
- cellular neural networks
- random fields
- high order
- loopy belief propagation
- map inference
- graph cuts
- belief propagation
- convolutional neural network
- dual decomposition
- natural images
- mrf model
- energy minimization
- pairwise
- mrf optimization
- parameter estimation
- image segmentation
- potential functions
- energy function
- partition function
- low order
- spatial and temporal
- lower order
- scene labeling
- maximum a posteriori
- space time
- image restoration
- low level vision
- conditional random fields
- multiscale
- centroid neural network
- maximum entropy
- computer vision