FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment.
Javier Hernandez-OrtegaJulian FiérrezIgnacio SernaAythami MoralesPublished in: FG (2021)
Keyphrases
- deep learning
- image quality assessment
- semi supervised
- unsupervised learning
- structural similarity
- weakly supervised
- quality assessment
- image quality
- human visual system
- machine learning
- correlation coefficient
- image database
- quality metrics
- quality evaluation
- natural images
- labeled data
- human perception
- mental models
- active learning
- visual perception
- pairwise
- supervised learning
- natural scenes
- face images
- co occurrence
- visual quality