Satellite-Based Flood Mapping through Bayesian Inference from a Sentinel-1 SAR Datacube.
Bernhard Bauer-MarschallingerSenmao CaoMark Edwin TupasFlorian RothClaudio NavacchiThomas MelzerVahid FreemanWolfgang WagnerPublished in: Remote. Sens. (2022)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- efficient computation
- variational bayes
- statistical inference
- variational inference
- hierarchical bayesian
- synthetic aperture radar
- sar images
- prior distribution
- remote sensing
- weighted model counting
- gibbs sampler
- bayesian models
- expectation propagation
- probabilistic modeling
- least squares
- markov chain monte carlo