Multiscale Spatially and Temporally Varying Coefficient Modelling Using a Geographic and Temporal Gaussian Process GAM (GTGP-GAM) (Short Paper).
Alexis J. ComberPaul HarrisChris BrunsdonPublished in: GIScience (2023)
Keyphrases
- gaussian process
- multiscale
- gaussian processes
- temporal information
- spatio temporal
- gaussian process regression
- regression model
- model selection
- bayesian framework
- gaussian process classification
- semi supervised
- hyperparameters
- approximate inference
- latent variables
- spatio temporally
- image processing
- covariance function
- gaussian process models
- natural images
- wavelet transform
- image segmentation
- image representation
- edge detection
- sparse approximations
- prior knowledge
- support vector