Laplace Approximation for Real-Time Uncertainty Estimation in Object Detection.
Ming GuiTianming QiuFridolin BauerHao ShenPublished in: ITSC (2022)
Keyphrases
- object detection
- real time
- computer vision
- real time systems
- scene understanding
- estimation accuracy
- face detection
- low cost
- background subtraction
- accurate estimation
- queueing networks
- estimation algorithm
- scene recognition
- importance sampling
- object classification
- vision system
- human detection
- approximation algorithms
- uncertain data
- parameter estimation
- multi class
- pairwise
- estimation process
- update equations