Scalable Time Series Change Detection for Biomass Monitoring Using Gaussian Process.
Varun ChandolaRanga Raju VatsavaiPublished in: CIDU (2010)
Keyphrases
- change detection
- gaussian process
- gaussian processes
- remote sensing
- regression model
- remote sensing images
- hyperparameters
- model selection
- data streams
- bayesian framework
- gaussian process regression
- latent variables
- image registration
- gaussian process models
- semi supervised
- gamma distributions
- land cover
- non stationary
- noise level
- image data
- closed form
- cross validation
- bayesian inference
- computer simulation
- maximum likelihood
- image analysis
- support vector
- multiscale
- computer vision
- neural network