Potential of deep features for opinion-unaware, distortion-unaware, no-reference image quality assessment.

Subhayan Mukherjee Giuseppe Valenzise Irene Cheng

Published in: CoRR (2019)

Keyphrases

image quality assessment
quality assessment
quality metrics
image quality measures
structural similarity
image quality
perceptual image quality

distorted images
perceptual quality
natural scene statistics
reduced reference
structural information
feature set
structural similarity index

human visual system
image database
subjective quality
quality measures
similarity measure
object recognition
feature space

visual perception
quality estimation
feature vectors
natural scenes
data quality
feature extraction