Characterization theorems for some classes of covariance functions associated to vector valued random fields.
Emilio PorcuViktor ZastavnyiPublished in: J. Multivar. Anal. (2011)
Keyphrases
- vector valued
- random fields
- non stationary
- gaussian processes
- markov random field
- gaussian process regression
- parameter estimation
- maximum entropy
- scale space
- conditional random fields
- wavelet packet
- gaussian process
- reproducing kernel hilbert space
- probabilistic model
- machine learning
- multiscale
- maximum likelihood
- denoising