Bayesian inversion of GPR waveforms for uncertainty-aware sub-surface material characterization.
Ishfaq AzizElahe SoltanaghaiAdam WattsMohamad AlipourPublished in: CoRR (2023)
Keyphrases
- decision theory
- mechanical properties
- stainless steel
- dempster shafer
- surface reconstruction
- uncertain data
- gaussian processes
- maximum likelihood
- data driven
- three dimensional
- ground penetrating radar
- bayesian networks
- posterior probability
- d objects
- material properties
- object surface
- image reconstruction
- surface features
- curved surfaces
- bayesian methods
- conditional probabilities
- viewpoint
- reconstruction method
- belief functions
- bayesian estimation
- surface model
- decision making
- posterior distribution
- object recognition
- range data
- inherent uncertainty
- shape from shading