RKHS approach for signal detection in rotation and scale space random fields.
Khalil ShafieAkbar AbraveshPublished in: J. Stat. Theory Appl. (2016)
Keyphrases
- random fields
- signal detection
- reproducing kernel hilbert space
- markov random field
- maximum entropy
- non stationary
- conditional random fields
- random field models
- parameter estimation
- probabilistic model
- random field model
- autoregressive
- low signal to noise ratio
- kernel methods
- gibbs sampler
- weak signal
- low dimensional
- input image
- support vector machine
- active learning
- nonparametric density estimation