New Bayesian Focal Loss Targeting Aleatoric Uncertainty Estimate: Pollen Image Recognition.
Natalia KhanzhinaMaxim KashirinAndrey FilchenkovPublished in: CVPR Workshops (2023)
Keyphrases
- image recognition
- decision theory
- pattern recognition
- image classification
- face recognition
- dempster shafer
- maximum likelihood
- bayesian networks
- image retrieval
- uncertain data
- estimation error
- confidence intervals
- gaussian processes
- bayesian learning
- image processing
- low cost
- posterior probability
- feature space
- posterior distribution
- belief functions