Understanding Unequal Gender Classification Accuracy from Face Images.
Vidya MuthukumarTejaswini PedapatiNalini K. RathaPrasanna SattigeriChai-Wah WuBrian KingsburyAbhishek KumarSamuel ThomasAleksandra MojsilovicKush R. VarshneyPublished in: CoRR (2018)
Keyphrases
- face images
- classification accuracy
- face recognition
- training set
- human faces
- facial expressions
- principal component analysis
- facial features
- low resolution
- feature vectors
- face verification
- face recognition systems
- illumination variations
- automatic face
- input image
- gabor wavelets
- high resolution
- age estimation
- pose variations
- human face recognition
- feature extraction
- cmu pie
- feature points
- training data
- face recognition algorithms
- face matching
- gender recognition
- intra personal
- face representation and recognition
- face databases
- image set
- feature selection
- face identification
- facial images
- discriminant analysis
- feature set
- feature space
- illumination compensation
- data sets