Reliability Estimation of ML for Image Perception: A Lightweight Nonlinear Transformation Approach Based on Full Reference Image Quality Metrics.
João-Vitor ZacchiFrancesco CarellaPriyank UpadhyaShanza Ali ZafarJohn MolloyLisa JöckelJanek GroßNúria MataNguyen Anh Vu DoanPublished in: MCSoC (2023)
Keyphrases
- lightweight
- image quality metrics
- image quality
- image quality assessment
- perceptual quality
- visual perception
- quality assessment
- human visual system
- image data
- reduced reference
- image retrieval
- input image
- image content
- quality metrics
- maximum likelihood
- human perception
- image features
- subjective evaluation
- multiscale
- image segmentation
- visual quality
- natural images
- low level
- wireless sensor networks
- object recognition
- video quality
- structural similarity index
- similarity measure