SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness.
Philipp TerhörstJan Niklas KolfNaser DamerFlorian KirchbuchnerArjan KuijperPublished in: CoRR (2020)
Keyphrases
- image quality
- image fidelity
- visual quality
- human visual system
- image resolution
- image data
- reconstructed image
- high quality
- quality assessment
- semi supervised
- bit rate
- human faces
- compression ratio
- watermark embedding
- standard test images
- supervised learning
- monte carlo
- unsupervised learning
- face images
- pixel values
- facial expressions
- data hiding
- quality metrics
- maximum a posteriori probability
- feature extraction