Comparing the robustness of modern no-reference image- and video-quality metrics to adversarial attacks.
Anastasia AntsiferovaKhaled AbudAleksandr GushchinSergey LavrushkinEkaterina ShumitskayaMaksim VelikanovDmitriy S. VatolinPublished in: CoRR (2023)
Keyphrases
- quality metrics
- image quality assessment
- perceptual quality
- quality assessment
- image quality metrics
- image quality
- subjective quality
- image data
- reduced reference
- quality evaluation
- quality estimation
- structural similarity
- input image
- visual quality
- human visual system
- image features
- low level
- data quality
- multiscale
- jpeg images
- video content
- human perception
- image quality measures
- image classification
- correlation coefficient
- key frames
- video streams
- watermarking technique
- high resolution
- evaluation metrics
- video quality assessment
- peak signal to noise ratio
- quality measures
- image regions
- computational complexity
- video sequences