KonIQ++: Boosting No-Reference Image Quality Assessment in the Wild by Jointly Predicting Image Quality and Defects.
Shaolin SuVlad HosuHanhe LinYanning ZhangDietmar SaupePublished in: BMVC (2021)
Keyphrases
- image quality assessment
- image quality
- quality assessment
- natural scene statistics
- human visual system
- image quality measures
- perceptual quality
- perceptual image quality
- visual quality
- reduced reference
- bit rate
- subjective quality
- image data
- quality metrics
- blind image quality assessment
- compression ratio
- image distortion
- pixel values
- high quality
- reconstructed image
- low bit rate
- image quality metrics
- distorted images
- human perception
- video sequences
- visual perception
- structural similarity index
- human observers
- structural similarity
- correlation coefficient
- image database
- peak signal to noise ratio