PKU-I2IQA: An Image-to-Image Quality Assessment Database for AI Generated Images.
Jiquan YuanXinyan CaoChangjin LiFanyi YangJinlong LinXixin CaoPublished in: CoRR (2023)
Keyphrases
- image quality assessment
- distorted images
- image distortion
- image database
- perceptual quality
- blind image quality assessment
- image quality metrics
- structural similarity
- image quality
- natural scene statistics
- structural similarity index
- input image
- image data
- image quality measures
- quality assessment
- human visual system
- natural images
- reduced reference
- image retrieval
- pixel values
- image features
- visual perception
- correlation coefficient
- test images
- quality evaluation
- spatial pooling
- quality metrics
- image regions
- human perception
- image classification
- quality measures
- probability density function
- image content
- edge detection
- kullback leibler divergence
- segmented images
- human observers
- visual quality
- peak signal to noise ratio
- image segmentation
- image structure
- multiscale