A Data-Driven Gaussian Process Filter for Electrocardiogram Denoising.
Mircea DumitruQiao LiErick Andres Perez-AldayAli Bahrami RadGari D. CliffordReza SameniPublished in: CoRR (2023)
Keyphrases
- gaussian process
- data driven
- denoising
- gaussian processes
- regression model
- gaussian process regression
- image denoising
- approximate inference
- model selection
- gaussian process classification
- hyperparameters
- noisy images
- natural images
- semi supervised
- bayesian framework
- gaussian process models
- image processing
- sparse approximations
- latent variables
- noise reduction
- gaussian noise
- covariance function
- cross validation
- random sampling
- generative model
- maximum likelihood
- wavelet transform
- probability distribution