An improved objective metric to predict image quality using deep neural networks.
Pinar AkyaziTouradj EbrahimiPublished in: HVEI (2019)
Keyphrases
- image quality
- image quality metrics
- quality metrics
- neural network
- image quality measures
- quality assessment
- reduced reference
- image quality assessment
- high quality
- human visual system
- visual quality
- image data
- perceptual image quality
- information redundancy
- reconstructed image
- pattern recognition
- compression ratio
- structural similarity
- artificial neural networks
- bit rate
- perceptual quality
- genetic algorithm
- pixel values
- error diffusion
- neural network model
- fuzzy logic
- image resolution
- neural nets
- high image quality
- standard test images
- back propagation
- peak signal to noise ratio
- multi layer
- feed forward
- subjective evaluation
- lossy compression
- low bit rate
- recurrent neural networks