Deep convolutional neural networks for uncertainty propagation in random fields.
Xihaier LuoAhsan KareemPublished in: Comput. Aided Civ. Infrastructure Eng. (2019)
Keyphrases
- random fields
- convolutional neural networks
- markov random field
- random field models
- convolutional network
- non stationary
- conditional random fields
- parameter estimation
- maximum entropy
- pseudo likelihood
- probabilistic model
- textured images
- autoregressive
- gibbs sampler
- dempster shafer
- smoothing algorithm
- least squares
- random field model
- image segmentation
- graph cuts
- nonparametric density estimation
- multiscale