Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks.
Anastasia AntsiferovaKhaled AbudAleksandr GushchinEkaterina ShumitskayaSergey LavrushkinDmitriy S. VatolinPublished in: AAAI (2024)
Keyphrases
- quality metrics
- image quality assessment
- perceptual quality
- image quality metrics
- image quality
- quality assessment
- subjective quality
- structural similarity
- quality evaluation
- image data
- reduced reference
- quality estimation
- human visual system
- input image
- data quality
- image classification
- image features
- multiscale
- image quality measures
- low level
- image retrieval
- image database
- test images
- visual quality
- quality measures
- human perception
- jpeg images
- data mining
- evaluation metrics
- video quality assessment