MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection.
Marius SchubertKarsten KahlMatthias RottmannPublished in: IJCNN (2021)
Keyphrases
- object detection
- object class
- face detection
- pedestrian detection
- inherent uncertainty
- object categories
- measurement error
- multi class
- uncertain data
- object segmentation
- scene recognition
- scene understanding
- quantitative evaluation
- object classification
- computer vision
- real time
- joint estimation
- learning algorithm
- expected utility
- confidence intervals
- database
- incomplete information
- artificial intelligence