FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment.
Javier Hernandez-OrtegaJulian FiérrezIgnacio SernaAythami MoralesPublished in: CoRR (2022)
Keyphrases
- deep learning
- image quality assessment
- semi supervised
- unsupervised learning
- weakly supervised
- structural similarity
- quality assessment
- image quality
- image database
- human visual system
- machine learning
- visual perception
- pairwise
- natural images
- correlation coefficient
- supervised learning
- labeled data
- quality evaluation
- face images
- mental models
- human perception
- active learning
- kullback leibler divergence
- structural information
- quality metrics
- visual attention
- image data
- image retrieval
- high quality