Neural network-based image quality comparator without collecting the human score for training.
Long BaoKaren PanettaSos S. AgaianPublished in: IET Image Process. (2020)
Keyphrases
- image quality
- quality assessment
- human observers
- neural network
- bit rate
- visual quality
- human visual system
- training phase
- reconstructed image
- compression ratio
- image data
- virtual humans
- lossy compression
- image resolution
- image quality metrics
- pixel values
- test set
- data collection
- high quality
- image quality assessment
- image degradation
- high image quality
- training algorithm
- training process
- human behavior
- image database
- supervised learning