Using PGAN to Create Synthetic Face Images to Reduce Bias in Biometric Systems.
Andrea BozzitelliPia Cavasinni di BenedettoMaria De MarsicoPublished in: ICPR Workshops (3) (2022)
Keyphrases
- face images
- biometric systems
- face recognition
- facial expressions
- human faces
- match scores
- automatic face
- face recognition systems
- principal component analysis
- feature extraction
- face verification
- high resolution
- low resolution
- facial features
- face databases
- gabor wavelets
- human face recognition
- age estimation
- feature vectors
- iris recognition
- feature points
- input image
- pose variations
- feature representation
- personal identification
- palmprint
- face detection
- training set
- user authentication
- biometric authentication
- feature space
- motion estimation
- face model
- co occurrence
- multiscale