Deep Learning-based Image Quality Assessment Metric for Quantifying Perceptual Distortions in Transmitted Images.
Ijaz AhmadSeokjoo ShinPublished in: ISCIT (2023)
Keyphrases
- image quality assessment
- distorted images
- image quality metrics
- image distortion
- deep learning
- reduced reference
- perceptual quality
- image database
- quality metrics
- human visual system
- quality assessment
- image quality
- structural similarity index
- structural similarity
- human perception
- perceptual image quality
- image data
- input image
- correlation coefficient
- visual quality
- geometric distortions
- image features
- image classification
- quality evaluation
- higher order
- visual perception
- quality measures
- image retrieval
- natural images
- structural information
- machine learning
- segmentation algorithm
- probabilistic model
- natural scenes
- high dimensional
- object recognition
- image segmentation