Enhancing Fairness in Face Detection in Computer Vision Systems by Demographic Bias Mitigation.
Yu YangAayush GuptaJianwei FengPrateek SinghalVivek YadavYue WuPradeep NatarajanVarsha HedauJungseock JooPublished in: AIES (2022)
Keyphrases
- face detection
- computer vision systems
- computer vision
- test bed
- vision system
- detection accuracy
- object detection
- detection method
- detection rate
- human faces
- face detection and recognition
- face verification
- adaboost algorithm
- skin color
- complex background
- facial features
- eye detection
- face recognition
- skin detection
- detecting faces
- skin color segmentation
- facial images
- local binary pattern
- landmark localization
- cascade classifier
- robust face detection
- face detector
- human face detection
- skin color detection
- real time face detection
- face localization
- viola jones
- face tracking
- pairwise
- real time