Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces.
Alireza ZaeemzadehNiccoló BisagnoZeno SambugaroNicola ConciNazanin RahnavardMubarak ShahPublished in: CVPR (2021)
Keyphrases
- detection algorithm
- neural network
- false alarms
- object detection
- detection method
- automatic detection
- random variables
- false positives
- detection rate
- detection accuracy
- multiscale
- anomaly detection
- high dimensional data
- lower dimensional
- gaussian distribution
- data distribution
- multi dimensional
- principal component analysis
- object recognition
- case study
- feature selection