Human Latent Metrics: Perceptual and Cognitive Response Correlates to Distance in GAN Latent Space for Facial Images.
Kye ShimizuNaoto IenagaKazuma TakadaMaki SugimotoShunichi KasaharaPublished in: SAP (2022)
Keyphrases
- facial images
- latent space
- latent variables
- distance metric
- gaussian process
- low dimensional
- dimensionality reduction
- facial expressions
- face recognition
- human faces
- lower dimensional
- gaussian processes
- generative model
- high dimensional
- matrix factorization
- face detection
- manifold learning
- facial features
- high dimensional data
- transfer learning
- parameter space
- gaussian process latent variable models
- image database
- feature space
- probabilistic latent semantic analysis
- euclidean distance
- distance function
- distance measure
- probabilistic model
- machine learning
- gaussian mixture
- detection method
- data points
- decision trees