Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment.
Yiwei LouYanyuan ChenDexuan XuDoudou ZhouYongzhi CaoHanpin WangYu HuangPublished in: ICDM (2023)
Keyphrases
- image quality assessment
- feature extraction
- quality assessment
- structural similarity
- image quality
- image database
- natural images
- human visual system
- similarity index
- visual perception
- natural scene statistics
- kullback leibler divergence
- blind image quality assessment
- image quality measures
- correlation coefficient
- principal component analysis
- reduced reference
- human perception
- quality evaluation
- image classification
- structural similarity index
- image quality metrics
- feature vectors
- face recognition
- feature selection
- dimensionality reduction
- wavelet transform
- image processing
- quality metrics
- distorted images
- quality measures
- natural scenes
- visual quality
- feature space
- perceptual image quality
- computer vision