On the segmentation of switching autoregressive processes by nonparametric Bayesian methods.
Shishir DashPetar M. DjuricPublished in: EUSIPCO (2014)
Keyphrases
- autoregressive
- bayesian methods
- non stationary
- gaussian processes
- segmentation algorithm
- gaussian markov random field
- image segmentation
- multiscale
- random fields
- level set
- bayesian framework
- hyperparameters
- model selection
- sar images
- computer vision
- machine learning methods
- segmentation method
- energy function
- machine learning
- closed form
- cross validation
- probabilistic model