Well-Posed Bayesian Inverse Problems: Priors with Exponential Tails.
Bamdad HosseiniNilima NigamPublished in: SIAM/ASA J. Uncertain. Quantification (2017)
Keyphrases
- moving objects
- inverse problems
- image reconstruction
- heavy tails
- global optimization
- heavy tailed
- convex optimization
- prior distribution
- optimization problems
- optimization methods
- image sequences
- maximum a posteriori
- emission tomography
- partial differential equations
- bayesian networks
- early vision
- posterior distribution
- particle swarm optimization
- evolutionary algorithm
- bayesian framework
- motion estimation
- parameter space