Uncertainty for Identifying Open-Set Errors in Visual Object Detection.
Dimity MillerNiko SünderhaufMichael MilfordFeras DayoubPublished in: CoRR (2021)
Keyphrases
- object detection
- measurement errors
- face detection
- multi class
- measurement error
- computer vision
- object segmentation
- low level
- object recognition
- visual features
- object class
- category level
- uncertain data
- scene understanding
- object classification
- visual perception
- visual information
- measurement noise
- incomplete information
- inherent uncertainty
- contextual cues
- neural network
- error detection
- robust optimization
- visual analysis
- prediction error
- pedestrian detection
- spatial relations
- image classification
- multiscale
- decision making