Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups.
Parsa RahimiChristophe EcabertSébastien MarcelPublished in: CoRR (2023)
Keyphrases
- high dimensional
- face images
- latent space
- low dimensional
- parameter space
- face recognition
- human faces
- lower dimensional
- dimensionality reduction
- facial expressions
- facial features
- face databases
- feature vectors
- input image
- high dimensional spaces
- face verification
- principal component analysis
- feature extraction
- high dimensional data
- high resolution
- training set
- pose variations
- feature points
- pattern recognition
- face detection
- support vector
- active learning