TIER: Text-Image Encoder-based Regression for AIGC Image Quality Assessment.
Jiquan YuanXinyan CaoJinming CheQinyuan WangSen LiangWei RenJinlong LinXixin CaoPublished in: CoRR (2024)
Keyphrases
- image quality assessment
- image data
- natural scene statistics
- image quality metrics
- perceptual quality
- blind image quality assessment
- structural similarity
- image features
- input image
- image quality
- quality assessment
- image database
- human visual system
- image retrieval
- image content
- multiscale
- reduced reference
- structural similarity index
- image representation
- subjective quality
- image classification
- distorted images
- natural images
- rate distortion
- high resolution
- visual perception
- human perception
- bit rate
- quality measures
- image segmentation
- quality evaluation
- pixel values
- correlation coefficient
- visual quality
- high quality