Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure.
Alaa ElobaidNathan RamolyLara YounesSymeon PapadopoulosEirini NtoutsiIoannis KompatsiarisPublished in: FG (2024)
Keyphrases
- biometric verification
- error measure
- distance measure
- evaluation metrics
- information content
- absolute difference
- statistically significant
- evaluation measures
- quantitative evaluation
- similarity measure
- variance reduction
- bias variance decomposition
- error rate
- image sequences
- quality metrics
- object detection
- error metrics