Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation.
Ilija BogunovicJonathan ScarlettAndreas KrauseVolkan CevherPublished in: CoRR (2016)
Keyphrases
- level set
- variance reduction
- level set method
- active contours
- partial differential equations
- importance sampling
- image segmentation
- bayesian estimation
- curve evolution
- energy functional
- energy function
- monte carlo
- shape prior
- signed distance
- sample size
- state space
- signed distance function
- estimation error
- parameter estimation
- optical flow