The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals.
Takumi KawashimaQing YuAkari AsaiDaiki IkamiKiyoharu AizawaPublished in: ICPR (2020)
Keyphrases
- robust optimization
- virtual environment
- parameter estimation
- least squares
- accurate estimation
- virtual reality
- augmented reality
- knowledge base
- uncertain data
- conditional probabilities
- convex optimization
- incomplete information
- estimation error
- decision theory
- closed form solutions
- optical flow estimation
- expected utility
- maximum likelihood
- possibility theory
- machine learning
- uncertain information
- inherent uncertainty