Toward to Reduction of Bias for Gender and Ethnicity from Face Images using Automated Skin Tone Classification.
David MolinaLeonardo CausaJuan E. TapiaPublished in: BIOSIG (2020)
Keyphrases
- face images
- feature vectors
- face recognition
- gender recognition
- feature extraction
- gender classification
- training set
- facial expressions
- human faces
- principal component analysis
- automatic face
- expression recognition
- facial features
- classification accuracy
- face databases
- gabor wavelets
- decision trees
- face recognition systems
- machine learning
- illumination variations
- face matching
- feature points
- face verification
- input image
- pattern recognition
- age estimation
- feature selection
- low resolution
- human face recognition
- image set
- intra personal
- thermal infrared
- skin color
- pose variations
- recognition accuracy