Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups.
Parsa RahimiChristophe EcabertSébastien MarcelPublished in: IJCB (2023)
Keyphrases
- face images
- face recognition
- human faces
- latent space
- facial expressions
- facial features
- principal component analysis
- feature vectors
- face databases
- feature extraction
- high resolution
- latent variables
- parameter space
- input image
- feature points
- face verification
- sample size
- gaussian process
- lower dimensional
- low dimensional
- dimensionality reduction
- training set
- pose variations
- data sets
- random sampling
- euclidean distance
- probabilistic model